Публічний реєстрВинятковий
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-08-01 13:45 UTC
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
obss/sahi має індекс здоров’я 94 зі 100, що відповідає смузі «Винятковий». Найвищий показник — Vitality (92/100), найнижчий — AI Readiness (56/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
94
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
94
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 81 калібровано до 94 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Власність
Open Business Software SolutionsОрганізація
171 підписник14 публічних репозиторіївз квіт. 2020 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | sahi | 0.12.3 | 268 550 | 115 | 0 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
92
Активність розробки
86Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 22.2/36 | Ритм комітів — 32/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 154 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 154 |
| human_commit_share | 0,67 |
| days_since_last_push | 0 |
| active_weeks_last_year | 32 |
Дисципліна релізів
100Винятковий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~42,5 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | 0.12.3 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 42,5 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
90
Популярність і впровадження
93Винятковий
Як обчислюється оцінка
| 60/60 | Зірки — 5 442 зірок |
| 24.1/25 | Форки — 771 форків |
| 9.3/15 | Спостерігачі — 48 спостерігачів |
Використані вхідні дані
| forks | 771 |
| stars | 5 442 |
| watchers | 48 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
85Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| readme_badges | — |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| readme_badge_services | — |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
91Відмінний
Як обчислюється оцінка
| 72.4/80 | Щомісячні завантаження — 268 550 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | sahi |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 268 550 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
66
Стійкість мейнтейнерів (бас-фактор)
40Слабкий
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 7.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 66% комітів |
| 13.5/13.5 | Широта контриб’юторів — 75 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 75 |
| top_contributor_share | 0,664 |
Реактивність на issue та PR
70Добрий
Як обчислюється оцінка
| 0/42 | Вирішення issue — немає issue або даних |
| 27.1/30 | Прийняття PR — злито 709/786 вирішених PR |
| 0/13 | Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 7/22 approved changesets -- score normalized to 3 |
Використані вхідні дані
| merged_prs | 709 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 77 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue, newcomer_pr_acceptance. Залишкові ваги перенормовано.
Власність та опіка
67Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 16.1/25 | Охоплення власника — 171 підписників у obss |
| 20.6/25 | Послужний список — 14 публічних репозиторіїв, вік облікового запису ~6 р. |
Використані вхідні дані
| followers | 171 |
| owner_type | Organization |
| is_verified | — |
| owner_login | obss |
| public_repos | 14 |
| account_age_days | 2 305 |
Супровід пакетів
100Винятковий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 115 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | sahi |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
90
Інженерні практики
90Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 4 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard: CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://obss.github.io/sahi/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 20 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | object-detection, instance-segmentation, computer-vision, small-object-detection, large-image, pytorch, python, coco, deep-learning, machine-learning, remote-sensing, huggingface, fiftyone, satellite, tiling, explainable-ai, oriented-object-detection, hacktoberfest, yolo26, open-vocabulary-detection |
| has_wiki | ні |
| homepage | https://obss.github.io/sahi/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
76
Стан безпеки
70Добрий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2/2.5 | CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 7/22 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 11 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 7 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Винятковий
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 23 |
| affected_packages | 1 |
| assessed_packages | 2 |
| unassessed_packages | 26 |
| affected_by_severity | critical 1 |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 2 резолвлених залежностей із OSV. 26 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
56
Контекст і настанови для агентів
40Слабкий
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 67 з 67 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — sahi/py.typed |
| 0/10 | Відтворюване середовище |
| 2/10 | Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 33 з останніх 100 комітів — автоматичні оновлення залежностей |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | sahi/py.typed |
| agent_commit_share | 0,01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,33 |
Читабельність коду для моделей
82Відмінний
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (sahi/py.typed) |
| 54.6/55 | Керовані розміри файлів — 1/142 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 95 052 |
| source_files_sampled | 142 |
| oversized_source_files | 1 |
Машиночитні інтерфейси
40Слабкий
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks |
Використані вхідні дані
| example_dirs | notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
5 442зірок GitHub
75контриб'юторів
154комітів за останні 12 місяців
0днів від останнього пушу
100релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:sahi@0.12.3; advisories assessed against the repository dependency graph instead
Докладніше
Історія зірок і форків 0 ★ / 771 ⇿
0Зірки
771Форки
99Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 8Патчі 91
Кожна точка охоплює 6 днів.
OpenSSF Scorecard 7.0 / 10
7.0сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 8 | CI-Tests | 25 out of 29 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 7/22 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 11 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 9
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | opencv-python | >=4.12.0.88 | pyproject.toml |
| PyPI | shapely | >=2.0.0 | pyproject.toml |
| PyPI | tqdm | >=4.48.2 | pyproject.toml |
| PyPI | pillow | >=8.2.0 | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
| PyPI | fire | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | click | — | pyproject.toml |
Усі залежності 28
Повний розв'язаний набір залежностей із графа залежностей GitHub: 4 прямих і 24 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | opencv-python | — | пряма |
| PyPI | pillow | — | пряма |
| PyPI | shapely | — | пряма |
| PyPI | tqdm | — | пряма |
| PyPI | build | — | непряма |
| PyPI | docutils | — | непряма |
| PyPI | hatch | — | непряма |
| PyPI | inference | — | непряма |
| PyPI | ipywidgets | — | непряма |
| PyPI | jupyterlab | — | непряма |
| PyPI | jupytext | — | непряма |
| PyPI | nbconvert | — | непряма |
| PyPI | notebook | — | непряма |
| PyPI | numba | — | непряма |
| PyPI | pycocotools | — | непряма |
| PyPI | pytest | — | непряма |
| PyPI | pytest-rerunfailures | — | непряма |
| PyPI | pytest-xdist | — | непряма |
| PyPI | pywinpty | — | непряма |
| PyPI | rfdetr | — | непряма |
| PyPI | torch | 2.4.1 | непряма |
| PyPI | torchvision | 0.19.1 | непряма |
| PyPI | tox | — | непряма |
| PyPI | transformers | — | непряма |
| PyPI | twine | — | непряма |
| PyPI | ultralytics | — | непряма |
| PyPI | wheel | — | непряма |
| PyPI | yolov5 | — | непряма |
Сповіщення про залежності 1
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 2 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 1 мають відомі сповіщення, з них 0 прямі. 26 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| torch | 2.4.1 | непряма | критична | 23 | 2.13.0 |
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"object-detection",
"instance-segmentation",
"computer-vision",
"small-object-detection",
"large-image",
"pytorch",
"python",
"coco",
"deep-learning",
"machine-learning",
"remote-sensing",
"huggingface",
"fiftyone",
"satellite",
"tiling",
"explainable-ai",
"oriented-object-detection",
"hacktoberfest",
"yolo26",
"open-vocabulary-detection"
],
"is_fork": false,
"size_kb": 105537,
"has_wiki": false,
"homepage": "https://obss.github.io/sahi/",
"languages": {
"Shell": 4533,
"Python": 899626
},
"pushed_at": "2026-08-01T13:41:04Z",
"created_at": "2021-01-30T12:54:53Z",
"owner_type": "Organization",
"updated_at": "2026-08-01T13:40:46Z",
"description": "Framework agnostic sliced/tiled inference + interactive ui + error analysis plots",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://obss.tech",
"name": "Open Business Software Solutions",
"type": "Organization",
"login": "obss",
"company": null,
"location": "Istanbul",
"followers": 171,
"avatar_url": "https://avatars.githubusercontent.com/u/63360722?v=4",
"created_at": "2020-04-08T15:35:52Z",
"is_verified": null,
"public_repos": 14,
"account_age_days": 2305
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "0.12.3",
"kind": "patch",
"published_at": "2026-08-01T13:41:04Z"
},
{
"tag": "0.12.2",
"kind": "patch",
"published_at": "2026-07-20T19:10:39Z"
},
{
"tag": "0.12.1",
"kind": "patch",
"published_at": "2026-06-08T00:22:07Z"
},
{
"tag": "0.12.0",
"kind": "minor",
"published_at": "2026-05-31T22:47:56Z"
},
{
"tag": "0.11.36",
"kind": "patch",
"published_at": "2025-09-28T22:20:30Z"
},
{
"tag": "0.11.35",
"kind": "patch",
"published_at": "2025-09-26T19:43:31Z"
},
{
"tag": "0.11.34",
"kind": "patch",
"published_at": "2025-08-31T11:02:58Z"
},
{
"tag": "0.11.33",
"kind": "patch",
"published_at": "2025-08-22T11:34:14Z"
},
{
"tag": "0.11.32",
"kind": "patch",
"published_at": "2025-08-02T11:33:22Z"
},
{
"tag": "0.11.31",
"kind": "patch",
"published_at": "2025-07-15T08:41:48Z"
},
{
"tag": "0.11.30",
"kind": "patch",
"published_at": "2025-07-08T16:33:26Z"
},
{
"tag": "0.11.29",
"kind": "patch",
"published_at": "2025-07-04T09:45:35Z"
},
{
"tag": "0.11.28",
"kind": "patch",
"published_at": "2025-07-01T19:17:43Z"
},
{
"tag": "0.11.27",
"kind": "patch",
"published_at": "2025-06-30T17:23:44Z"
},
{
"tag": "0.11.26",
"kind": "patch",
"published_at": "2025-06-26T13:28:49Z"
},
{
"tag": "0.11.25",
"kind": "patch",
"published_at": "2025-06-24T09:36:44Z"
},
{
"tag": "0.11.24",
"kind": "patch",
"published_at": "2025-06-22T08:38:28Z"
},
{
"tag": "0.11.23",
"kind": "patch",
"published_at": "2025-05-05T12:17:08Z"
},
{
"tag": "0.11.22",
"kind": "patch",
"published_at": "2025-03-09T00:08:38Z"
},
{
"tag": "0.11.21",
"kind": "patch",
"published_at": "2025-03-06T05:17:26Z"
},
{
"tag": "0.11.20",
"kind": "patch",
"published_at": "2024-12-16T17:07:26Z"
},
{
"tag": "0.11.19",
"kind": "patch",
"published_at": "2024-11-22T07:20:04Z"
},
{
"tag": "0.11.18",
"kind": "patch",
"published_at": "2024-07-10T10:19:32Z"
},
{
"tag": "0.11.16",
"kind": "patch",
"published_at": "2024-05-20T08:40:09Z"
},
{
"tag": "0.11.15",
"kind": "patch",
"published_at": "2023-11-05T22:58:54Z"
},
{
"tag": "0.11.14",
"kind": "patch",
"published_at": "2023-05-15T21:06:44Z"
},
{
"tag": "0.11.13",
"kind": "patch",
"published_at": "2023-03-24T23:34:59Z"
},
{
"tag": "0.11.12",
"kind": "patch",
"published_at": "2023-03-07T14:35:33Z"
},
{
"tag": "0.11.11",
"kind": "patch",
"published_at": "2023-01-15T13:23:10Z"
},
{
"tag": "0.11.10",
"kind": "patch",
"published_at": "2023-01-05T07:24:48Z"
},
{
"tag": "0.11.9",
"kind": "patch",
"published_at": "2022-12-24T10:13:47Z"
},
{
"tag": "0.11.8",
"kind": "patch",
"published_at": "2022-12-23T23:05:38Z"
},
{
"tag": "0.11.7",
"kind": "patch",
"published_at": "2022-12-20T07:56:31Z"
},
{
"tag": "0.11.6",
"kind": "patch",
"published_at": "2022-12-01T18:41:27Z"
},
{
"tag": "0.11.5",
"kind": "patch",
"published_at": "2022-11-27T10:47:58Z"
},
{
"tag": "0.11.4",
"kind": "patch",
"published_at": "2022-11-15T20:38:17Z"
},
{
"tag": "0.11.3",
"kind": "patch",
"published_at": "2022-11-14T22:31:08Z"
},
{
"tag": "0.11.2",
"kind": "patch",
"published_at": "2022-11-14T07:05:55Z"
},
{
"tag": "0.11.1",
"kind": "patch",
"published_at": "2022-11-01T17:23:55Z"
},
{
"tag": "0.11.0",
"kind": "minor",
"published_at": "2022-10-29T11:24:20Z"
},
{
"tag": "0.10.8",
"kind": "patch",
"published_at": "2022-10-26T07:26:55Z"
},
{
"tag": "0.10.7",
"kind": "patch",
"published_at": "2022-09-27T16:36:09Z"
},
{
"tag": "0.10.6",
"kind": "patch",
"published_at": "2022-09-24T23:58:35Z"
},
{
"tag": "0.10.5",
"kind": "patch",
"published_at": "2022-09-04T08:12:00Z"
},
{
"tag": "0.10.4",
"kind": "patch",
"published_at": "2022-08-12T20:26:24Z"
},
{
"tag": "0.10.3",
"kind": "patch",
"published_at": "2022-08-02T07:43:21Z"
},
{
"tag": "0.10.2",
"kind": "patch",
"published_at": "2022-07-28T07:24:15Z"
},
{
"tag": "0.10.1",
"kind": "patch",
"published_at": "2022-06-25T20:07:46Z"
},
{
"tag": "0.10.0",
"kind": "minor",
"published_at": "2022-06-21T14:15:59Z"
},
{
"tag": "0.9.4",
"kind": "patch",
"published_at": "2022-05-28T18:14:18Z"
},
{
"tag": "0.9.3",
"kind": "patch",
"published_at": "2022-05-08T01:14:05Z"
},
{
"tag": "0.9.2",
"kind": "patch",
"published_at": "2022-04-09T10:13:11Z"
},
{
"tag": "0.9.1",
"kind": "patch",
"published_at": "2022-03-17T07:01:07Z"
},
{
"tag": "0.9.0",
"kind": "minor",
"published_at": "2022-02-12T11:09:04Z"
},
{
"tag": "0.8.22",
"kind": "patch",
"published_at": "2022-01-13T08:25:56Z"
},
{
"tag": "0.8.20",
"kind": "patch",
"published_at": "2022-01-11T19:50:04Z"
},
{
"tag": "0.8.19",
"kind": "patch",
"published_at": "2022-01-06T19:10:55Z"
},
{
"tag": "0.8.18",
"kind": "patch",
"published_at": "2022-01-02T07:44:38Z"
},
{
"tag": "0.8.16",
"kind": "patch",
"published_at": "2021-12-26T21:43:49Z"
},
{
"tag": "0.8.15",
"kind": "patch",
"published_at": "2021-12-15T12:29:23Z"
},
{
"tag": "0.8.14",
"kind": "patch",
"published_at": "2021-12-11T19:28:25Z"
},
{
"tag": "0.8.13",
"kind": "patch",
"published_at": "2021-12-06T17:08:27Z"
},
{
"tag": "0.8.12",
"kind": "patch",
"published_at": "2021-11-30T17:12:55Z"
},
{
"tag": "0.8.11",
"kind": "patch",
"published_at": "2021-11-24T22:54:32Z"
},
{
"tag": "0.8.10",
"kind": "patch",
"published_at": "2021-11-23T08:51:37Z"
},
{
"tag": "0.8.9",
"kind": "patch",
"published_at": "2021-11-15T09:39:33Z"
},
{
"tag": "0.8.8",
"kind": "patch",
"published_at": "2021-11-02T11:01:54Z"
},
{
"tag": "0.8.6",
"kind": "patch",
"published_at": "2021-10-19T17:36:39Z"
},
{
"tag": "0.8.5",
"kind": "patch",
"published_at": "2021-10-19T07:25:56Z"
},
{
"tag": "0.8.4",
"kind": "patch",
"published_at": "2021-09-13T10:19:38Z"
},
{
"tag": "0.8.3",
"kind": "patch",
"published_at": "2021-09-10T08:01:56Z"
},
{
"tag": "0.8.2",
"kind": "patch",
"published_at": "2021-09-09T09:44:15Z"
},
{
"tag": "0.8.1",
"kind": "patch",
"published_at": "2021-09-08T11:27:23Z"
},
{
"tag": "0.8.0",
"kind": "minor",
"published_at": "2021-09-02T22:37:10Z"
},
{
"tag": "0.7.4",
"kind": "patch",
"published_at": "2021-08-24T12:43:06Z"
},
{
"tag": "0.7.3",
"kind": "patch",
"published_at": "2021-08-08T02:13:59Z"
},
{
"tag": "0.7.2",
"kind": "patch",
"published_at": "2021-08-03T07:08:56Z"
},
{
"tag": "0.7.1",
"kind": "patch",
"published_at": "2021-07-28T21:21:14Z"
},
{
"tag": "0.7.0",
"kind": "minor",
"published_at": "2021-07-13T16:00:28Z"
},
{
"tag": "0.6.2",
"kind": "patch",
"published_at": "2021-07-13T15:58:27Z"
},
{
"tag": "0.6.1",
"kind": "patch",
"published_at": "2021-07-09T14:49:17Z"
},
{
"tag": "0.6.0",
"kind": "minor",
"published_at": "2021-07-06T14:53:02Z"
},
{
"tag": "0.5.2",
"kind": "patch",
"published_at": "2021-07-05T19:49:50Z"
},
{
"tag": "0.5.1",
"kind": "patch",
"published_at": "2021-07-03T01:45:57Z"
},
{
"tag": "0.5.0",
"kind": "minor",
"published_at": "2021-06-28T01:02:58Z"
},
{
"tag": "0.4.8",
"kind": "patch",
"published_at": "2021-06-23T10:42:08Z"
},
{
"tag": "0.4.6",
"kind": "patch",
"published_at": "2021-06-14T23:37:49Z"
},
{
"tag": "0.4.5",
"kind": "patch",
"published_at": "2021-06-12T22:11:37Z"
},
{
"tag": "0.4.4",
"kind": "patch",
"published_at": "2021-06-10T08:59:30Z"
},
{
"tag": "0.4.3",
"kind": "patch",
"published_at": "2021-05-31T12:20:44Z"
},
{
"tag": "0.4.2",
"kind": "patch",
"published_at": "2021-05-22T23:47:15Z"
},
{
"tag": "0.3.19",
"kind": "patch",
"published_at": "2021-05-15T02:23:39Z"
},
{
"tag": "0.3.18",
"kind": "patch",
"published_at": "2021-05-10T04:42:55Z"
},
{
"tag": "0.3.17",
"kind": "patch",
"published_at": "2021-05-08T13:42:19Z"
},
{
"tag": "0.3.15",
"kind": "patch",
"published_at": "2021-05-07T19:44:40Z"
},
{
"tag": "0.3.14",
"kind": "patch",
"published_at": "2021-05-07T00:01:10Z"
},
{
"tag": "0.3.12",
"kind": "patch",
"published_at": "2021-05-04T23:27:04Z"
},
{
"tag": "0.3.11",
"kind": "patch",
"published_at": "2021-05-01T11:12:38Z"
},
{
"tag": "0.3.10",
"kind": "patch",
"published_at": "2021-05-01T10:01:51Z"
},
{
"tag": "0.3.9",
"kind": "patch",
"published_at": "2021-05-01T02:15:20Z"
}
],
"recent_commits": [
{
"oid": "9f5a79d440cb43a32d18b2ad2cafe50b9d0ccdd1",
"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.12.3 (#1412)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-08-01T13:40:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73e8d60af984edbf454564f7bf8081a08662e61b",
"body": "…406)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "⬆️ Update twine requirement from <7.0.0,>=5.1.1 to >=5.1.1,<8.0.0 (#1…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-08-01T13:38:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "474b77e5986aa9e100eb6a229b4bdad8775ac584",
"body": null,
"is_bot": false,
"headline": "docs: note MPS in postprocess backend auto-detection (#1410)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-08-01T13:26:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8c6fc7eb390b28297953a2550eb7ea5d629cd0c",
"body": null,
"is_bot": false,
"headline": "test: cover MPS device selection and backend resolution (#1409)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-08-01T13:25:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "539cc99155a7a4404e7902a983b51ea8144a35b2",
"body": null,
"is_bot": false,
"headline": "fix: enable MPS auto-detection for postprocessing on macOS (#1408)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-08-01T13:17:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "356299b7e4834af797831a57d20277491e7f16b1",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: docs grammar polishing for turkish language (#1404)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-26T22:12:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1bf599f0b226d56ef901c417472a69de00c90345",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Fix/multilingual subpath links (#1403)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-26T19:37:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5e2b3884eccd8031c8fac0b9b06cdf01a517917",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Add Turkish docs build step to publish_docs.yml workflow (#1402)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-26T19:27:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10320dd10a53547fd39b019939719b71d6e908f0",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Add Turkish documentation translation and zensical configuration (#1401)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-26T19:18:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "880cba72542e05ac74eab5a2f07c1059d4176a12",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump actions/setup-python from 6.3.0 to 7.0.0 (#1400)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-23T18:38:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f04051c265b808ba3d9bd2854e73c75ebb59458b",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 8.3.2 to 9.0.0 (#1399)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-23T18:37:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57a5458d2572398567347697dddf2c31aa3e438a",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump actions/checkout from 7.0.0 to 7.0.1 (#1398)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-23T18:37:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a7189bc7c8b16cc9399796906ef8f5f20a1c7bf",
"body": "…() (#1392)\n\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: replace deprecated threading.currentThread() with current_thread…",
"author_name": "fazalpsinfo-cmyk",
"author_login": null,
"committed_at": "2026-07-20T19:23:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b2c4b93da9305e72b8816d168f88280f719353a",
"body": null,
"is_bot": false,
"headline": "Avoid quadratic postprocess matrix for large inputs (#1395)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-20T19:08:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1566b9474ff92970fbf81473630b5eb9060bf332",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Support local RF-DETR models by class name and fix Roboflow docs (#1394)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-20T16:20:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75d93885299a6fad7d0bf2ee9e44456c2d79bf7c",
"body": "Signed-off-by: Onuralp SEZER <onuralp@ultralytics.com>",
"is_bot": false,
"headline": "fix: keep all opencv distributions on one version (#1393)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-07-20T16:20:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "512cad3c099d06f1b09a42bee922cddc91be78e1",
"body": "Signed-off-by: Onuralp SEZER <onuralp@ultralytics.com>\nCo-authored-by: fatih akyon <34196005+fcakyon@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: Onuralp SEZER <onuralp@ultralytics.com>",
"is_bot": false,
"headline": "Update and complete Chinese translations for documentation (#1371)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-07-20T16:06:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7a21dcf2f7d1999e07333e591598de95724e647",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 8.2.0 to 8.3.2 (#1389)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-20T15:25:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4daec27e7c1845d801ca3e6cd54abdc8dcfb8820",
"body": "Signed-off-by: Onuralp SEZER <onuralp@ultralytics.com>\nCo-authored-by: Onuralp SEZER <onuralp@ultralytics.com>",
"is_bot": false,
"headline": "Update mmdet.py to handle RepeatDataset in has_mask (#1387)",
"author_name": "An",
"author_login": "Darejkal",
"committed_at": "2026-07-03T07:46:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "462443da2739fff6729ba11ff5a94f444e2f3c0d",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 default to YOLO26 and link Ultralytics YOLO26 (#1386)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-06-27T21:48:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56136dd7be733219c6559a511a1cd532e6fe23a9",
"body": "…(#1377)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐞 enforce dependency and minimum-version checks in import_utils …",
"author_name": "Yiğit Çetinkaya",
"author_login": "Ctnn",
"committed_at": "2026-06-27T21:05:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "03de57b1e949a27930eaabcd6856288923fc334e",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "chore: update actions/checkout and actions/cache versions (#1385)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-06-27T20:48:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "19b85e292af950fc2fcda9260f5fb24bb81b8157",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "⬆️ Update build requirement from <1.5,>=0.10 to >=0.10,<1.6 (#1382)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-27T20:48:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "906255fd9961b76209fc756d152894daf86192db",
"body": null,
"is_bot": false,
"headline": "docs: include YOLO26 in CLI model list (#1378)",
"author_name": "Starryyu77",
"author_login": "Starryyu77",
"committed_at": "2026-06-27T20:44:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "951892df31145d74566e1937ce59870ebbad8a09",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "package: 📦 version bump sahi to 0.12.1 (#1373)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-06-08T00:20:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6dfc66b03c533a9021b64781582137be2e997d9",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 8.1.0 to 8.2.0 (#1369)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-07T20:42:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8e161696b4e9f06741327e0736eb749998eb4d2",
"body": "Co-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Fix numba parity mismatches with numpy and torchvision (#1372)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-06-07T20:42:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "748403902a00135be2a300811ea8bc5529b9d6eb",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump actions/checkout from 6.0.2 to 6.0.3 (#1370)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-07T20:21:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78bd68fcba39b119684940dd82a64d65d67323b6",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: ✨ add custom styles for light and dark themes in extra.css (#1367)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-06-02T16:43:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0dd280e5501c084f3ccbd30aed814eb9df1f3a5",
"body": null,
"is_bot": false,
"headline": "Add SAHI logo to README and docs (#1366)",
"author_name": "fatih akyon",
"author_login": "fcakyon",
"committed_at": "2026-06-02T16:28:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a860bd69370e31c4648e8a05da9fed6cf917359",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 update CHANGELOG for v0.12.0 release and small fixes (#1364)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-05-31T22:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d568de2438a045bc8c4fe791cb51f613b2eb5c17",
"body": "…ulary Models (#1363)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "relase: ✨ SAHI v0.12.0, Batch Inference, Torch-Free Core & Open-Vocab…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-05-31T22:31:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50b95ae16f65915e8d394a632e198dc32a680f2f",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Add GroundingDINO support through HuggingFace Transformers (#1361)",
"author_name": "Ömer Günaydın",
"author_login": "siromermer",
"committed_at": "2026-05-31T22:12:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b3b0c5939e0fe7d2e24fc3c9866384c7c0a9c47",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 update documentation for formatting improvements (#1362)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-05-31T19:28:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba77ab82022e707e501728de50bee61c6cbcadf2",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 support for universal segmentation models from hf added (#1360)",
"author_name": "vignesh suresh",
"author_login": "srikrishnavignesh",
"committed_at": "2026-05-31T18:34:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c68e731c778a12c8c345d6e64adea29f8e12c29f",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump peaceiris/actions-gh-pages from 4.0.0 to 4.1.0 (#1357)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-16T18:13:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f91f86c5f66a266b0c44ace82997bc5cbb90421",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update wheel requirement from <0.47,>=0.40 to >=0.40,<0.48 (#1354)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-08T20:21:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "241b91a5ccefd7e4c2a1b624d7d1f0c0e73dfcaa",
"body": "…356)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 ultralytics notebook updated to latest version of yolo26 (#1…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-05-01T19:22:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9310bec430ba4331137cb9c599a7b810a806223a",
"body": "… (#1353)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "perf: ⚡️ enhance read_image_as_pil read speed for better slice speed …",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-20T17:44:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b832c2cc9809de399e13f30a754490219ea5fdac",
"body": "Co-authored-by: fatih akyon <34196005+fcakyon@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs(zh): sync Chinese translation with latest English version (#1347)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-04-20T09:13:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42f975a7d89878af94d5655b4e81005549070c09",
"body": "…Is (#1352)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 allow per-call confidence_threshold override in prediction AP…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-19T22:24:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9eecae148f7753dae2c13bc8bfb71165f628715d",
"body": "…curity (#1351)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "ci: update all of the github actions to sha for proper version and se…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-19T19:36:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09e1a498092b2d3e6f0460ebee93d4e566fad540",
"body": null,
"is_bot": false,
"headline": "chore: delete scripts/check_batch_inference_hf.py (#1350)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-16T20:46:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8c31465e577a4a1a5a337be73ea7b7f49dc77fc",
"body": null,
"is_bot": false,
"headline": "Add Contributor Covenant Code of Conduct (#1349)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-15T18:45:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b61aefc895f5e2d0c63d869296f10ccd4f250257",
"body": null,
"is_bot": false,
"headline": "docs: Replace Snyk badge with updated security link (#1348)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-15T18:41:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b9c978265483274d8883432f586d375a8f2cfa8",
"body": "…r improved control over postprocessing (#1346)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 add force_postprocess_type option to get_sliced_prediction fo…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-14T19:54:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "61488bde47f3b8e4936956a7d56d488e29d9d527",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 improve documentations and remove old badge (#1345)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-10T08:07:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0c9874ccb7f6b632e0840f83303a5e64ccf4ee4",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 migrate to zensical docs and code typing & formatting (#1344)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-10T07:29:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88cb277f4c337d4f9cbf289ce2dbc6581d80158b",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 update README with improved download and CI badges (#1343)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-07T19:07:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af1776214c0438fd2f6a59b56acf2e56b1ed524d",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Bump torchvision from 0.19.1 to 0.23.0 (#1340)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-07T18:52:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9367f45682e25d45b5e27855a1e47ac7669ca4a1",
"body": null,
"is_bot": false,
"headline": "chore: delete requirements.txt (#1342)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-07T18:51:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a23c803594bf90fa1405cd21fdaa3a742fff344",
"body": "…ing backends (#1336)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: 🚀 batch inference, torch-free core, and accelerated postprocess…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-06T14:32:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a9287b62c09ac452d8bb2e68afff03a98a9ff0e",
"body": null,
"is_bot": false,
"headline": "chore: delete .github/workflows/mmdet.yml (#1341)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-04-05T12:47:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdde64fcb0e0f286e9b9d2b9c793ea3395847e33",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Bump mpmath from 1.3.0 to 1.4.1 (#1338)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-03T19:29:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20c370ff372490497404ba7f8b3f86d3db3b0393",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.6.0 to 8.0.0 (#1337)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-03T19:29:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f8c358dfd25d43c48ababd5e8c2182d2b0dafe0",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "⬆️ Bump filelock from 3.17.0 to 3.19.1 (#1339)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-03T19:29:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2464d2754094c02292f61e2505f9a7a3494afef0",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Bump mmcv from 2.1.0 to 2.2.0 (#1331)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-30T19:53:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f84664ae2085eb405a67205a84e58f08a5af766",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "chore: 🧹 remove unused netlify file (#1335)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-30T19:33:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcee138ffe0870d8b12e3a48443520de75ba79a4",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Bump torchvision from 0.19.1 to 0.23.0 (#1329)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-30T19:29:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e57d7d27e33603f779f6935a9ed5c3b9a2ddb57f",
"body": "… (#1334)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "ci: 👷 update CI configuration for multi-OS support and improve naming…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-30T19:12:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fc50bb2a63c61c939390e4ba60cc5dbcad6b41e",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.4.0 to 7.6.0 (#1333)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-28T16:45:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c0be5fe90fbc273e526d95002f5b822f4823669",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update wheel requirement from <0.46,>=0.40 to >=0.40,<0.47 (#1330)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-28T16:44:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d1c991adc640fc66f1686df0d79e6e9e6d6ca17",
"body": "Co-authored-by: fatih akyon <34196005+fcakyon@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update Chinese docs to match latest English version (#1332)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-03-28T16:43:29Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c836eb84c7ca6cfcdf30117db9ce5c56da862981",
"body": "Co-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Add support for RF-DETR-Seg models (#1315)",
"author_name": "Ivan Buldakov",
"author_login": "ibuldakov",
"committed_at": "2026-03-28T16:42:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fdb3ccd7126661c4d206c4e720bf615d80a41f8e",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.3.1 to 7.4.0 (#1328)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-14T11:44:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f836dda91eeb8f34070955c405fa6f4d814c7d6",
"body": null,
"is_bot": false,
"headline": "fix: 🐞 fix incorrect type annotations in postprocess module (#1327)",
"author_name": "Yogendra Singh",
"author_login": "yogendrasinghx",
"committed_at": "2026-03-10T00:05:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2790cd47f371430a24dd1a2b7d9fabe08181d6a4",
"body": "…uation (#1324)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "refactor: ♻️ add create_ascii_table utility and update COCO coco_eval…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-09T23:30:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8d5e998cd52eea332dc6420ec11bfd577e7200f",
"body": "… (#1326)\n\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "refactor: ♻️ remove deprecated yolov5 functions and serialize methods…",
"author_name": "Yogendra Singh",
"author_login": "yogendrasinghx",
"committed_at": "2026-03-09T23:20:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bbb300298540d9c03532a6f0031efda95493c9e3",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "remove opencv-python dependency version constraint (#1325)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-09T23:13:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ec4759b2247840a61a574f852e7a6b4555b5534",
"body": "… (#1323)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: update model references to YOLO26 in CLI and quick start guides…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-09T21:53:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35ee6b1ce809cf01fddc28b09b127fbe2e5b4f3a",
"body": "…ormats and improve task handling (#1321)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐞 update UltralyticsDetectionModel to support additional model f…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-09T19:16:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf58cbaf0f27b03335fb817793f8fc161dd8eaed",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: add yolo26 to ULTRALYTICS_MODEL_NAMES list (#1322)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-09T03:08:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2112286d1bd910d3c464724a6612b940d5eab956",
"body": "Co-authored-by: fatih akyon <34196005+fcakyon@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Docs: add Chinese translation for SAHI documentation (#1253)",
"author_name": "Haotian Gong",
"author_login": "ZephyrKeXiner",
"committed_at": "2026-03-08T18:16:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f50f626a8a210bdcaaa267b25260cb30c9d49d2",
"body": "…ion (#1320)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "refactor: ♻️ replace pybboxes with custom yolo_bbox_to_voc_bbox funct…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-08T18:03:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7de4cf38ef1fec8b8c2ec3f3e5eb69f7bab7a99",
"body": "Co-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "Fix: variable name consistency in slicing (#1313)",
"author_name": "Duc-Viet Hoang",
"author_login": "ducviet00",
"committed_at": "2026-03-07T10:57:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8af413e53115525e4af1cfbc1873019ccb548434",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update numpy requirement from <2.0 to <3.0 (#1301)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-07T02:55:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22101cf86c058e17a3061bb2951e3d269c78842e",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update build requirement from <1.3,>=0.10 to >=0.10,<1.5 (#1309)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-07T01:11:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7c88351577bd23828fa36a808431d2028373e54",
"body": "…verride-dependencies (#1319)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐞 add pywinpty dependency for Windows compatibility in dev and o…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-03-06T22:25:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68b850dde7859d6eeae1321eb803785c7028b812",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump actions/checkout from 6.0.1 to 6.0.2 (#1311)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-06T20:57:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97ff3a190f6945d0cf1e69ffd976a95c68c2176e",
"body": "…#1304)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update opencv-python requirement from <=4.11.0.86 to <=4.12.0.88 (…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-06T20:52:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5fd03bb8aac00478194c9bae4ff588d9b0778e42",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.2.0 to 7.3.1 (#1317)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-06T20:51:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e887e67071abf5e22fae6e63062203faea2d10e",
"body": null,
"is_bot": false,
"headline": "docs: update citation count in README (#1307)",
"author_name": "fatih akyon",
"author_login": "fcakyon",
"committed_at": "2026-01-15T06:14:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a38141763d1321e7eed773871d847f3c40a1fef6",
"body": null,
"is_bot": false,
"headline": "docs: remove deprecated load_external_modules from mkdocs config (#1306)",
"author_name": "fatih akyon",
"author_login": "fcakyon",
"committed_at": "2026-01-15T06:13:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e01ff05555abee3581677518172f5cfe1ac063bb",
"body": "…<1.1.0 (#1303)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update mkdocstrings requirement from <0.30.0,>=0.25.2 to >=0.25.2,…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-08T19:29:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "954c7d9e30aa7c60325d0dbcf7c8565a2e75cee7",
"body": "…#1305)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "⬆️ Update pytest requirement from <9.0.0,>=7.2.2 to >=7.2.2,<10.0.0 (…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-08T19:29:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18f5207503544dd504795314637fe89c983a5510",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.1.6 to 7.2.0 (#1300)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-06T23:04:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9af5ad39b3ff817f21e2af8feb37a4cf055aa263",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "feat: ✨ add pip updates for dependabot (#1299)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2026-01-06T20:57:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf1ef080e3f4da9752fb78af1a965fdbd2ebafee",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.1.4 to 7.1.6 (#1295)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-26T01:27:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2480badb6924bc765c73b6d18d5aec5147a1b741",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump actions/checkout from 6.0.0 to 6.0.1 (#1293)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-26T01:26:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbfad1305ad9350115659204d527374f7076db2e",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump actions/cache from 4 to 5 (#1296)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-26T01:26:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de49566f02d48b14515542083663416d26f5f27f",
"body": "…roject.toml (#1292)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐞 enable push triggers for MMDet CI and update find-links in pyp…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-12-06T20:08:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04410e5a22dbbbece0c188273f5316b5c5850560",
"body": "…287)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐛 improve image handling in read_image_as_pil for CHW format (#1…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-11-25T20:12:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b62abce7102abe04d5da5f5fd77f7450bf2ede9",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump actions/checkout from 5.0.0 to 6.0.0 (#1284)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-25T20:08:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1c791f8c775d0303e15f2032f675d3163a0f63b",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐛 correct margin calculation in BoundingBox class (#1286)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-11-25T18:33:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "253f76fdbc6261a5b9419560f4aea09d37f4e92f",
"body": "Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "docs: 📝 YOLOE Demo notebook added (#1279)",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-11-25T17:39:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ebee682cace3dbfa304fe4ad8c0eca09b710680",
"body": "…redictions (#1288)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐛 improve nms function for better performance and handle empty p…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-11-25T17:37:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78c8512d10bee363b1df3388628981b23a50dfae",
"body": "… less than 1.0 (#1285)\n\nSigned-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": false,
"headline": "fix: 🐛 validate overlap ratios in get_slice_bboxes to ensure they are…",
"author_name": "Onuralp SEZER",
"author_login": "onuralpszr",
"committed_at": "2025-11-25T17:35:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db5f97a1177a3ce56b62574f3d1652fc1b12cf13",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Onuralp SEZER <thunderbirdtr@gmail.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.1.2 to 7.1.4 (#1283)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-25T17:34:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f38178cd31ba2ce56725aada08f0f2d70ef005df",
"body": null,
"is_bot": false,
"headline": "fix: Invalid Segmentation Mask for detectron2 models (#1262)",
"author_name": "Christopher Field",
"author_login": "volks73",
"committed_at": "2025-11-25T16:34:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02f75206ea82fe6b76dabe197596b03420d7721a",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "👷 Bump astral-sh/setup-uv from 7.1.0 to 7.1.2 (#1274)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-10-28T19:46:21Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 100,
"commits_last_year": 154,
"latest_release_at": "2026-08-01T13:41:04Z",
"latest_release_tag": "0.12.3",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 32,
"days_since_latest_release": 0,
"mean_days_between_releases": 42.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "sahi",
"exists": true,
"license": "MIT",
"keywords": [
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/sahi/",
"is_deprecated": false,
"latest_version": "0.12.3",
"repository_url": "https://github.com/obss/sahi",
"versions_count": 115,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 268550,
"first_published_at": "2021-02-23T11:11:00.547509Z",
"latest_published_at": "2026-08-01T13:42:45.849303Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 771,
"stars": 5442,
"watchers": 48,
"fork_history": {
"days": [
{
"date": "2021-01-30",
"count": 1
},
{
"date": "2021-02-01",
"count": 2
},
{
"date": "2021-03-07",
"count": 1
},
{
"date": "2021-03-16",
"count": 1
},
{
"date": "2021-05-23",
"count": 1
},
{
"date": "2021-06-02",
"count": 1
},
{
"date": "2021-07-02",
"count": 1
},
{
"date": "2021-07-21",
"count": 1
},
{
"date": "2021-07-28",
"count": 1
},
{
"date": "2021-08-01",
"count": 1
},
{
"date": "2021-08-02",
"count": 5
},
{
"date": "2021-08-03",
"count": 1
},
{
"date": "2021-08-04",
"count": 2
},
{
"date": "2021-08-05",
"count": 1
},
{
"date": "2021-08-06",
"count": 1
},
{
"date": "2021-08-12",
"count": 1
},
{
"date": "2021-08-19",
"count": 1
},
{
"date": "2021-08-23",
"count": 1
},
{
"date": "2021-08-25",
"count": 1
},
{
"date": "2021-09-09",
"count": 1
},
{
"date": "2021-09-17",
"count": 1
},
{
"date": "2021-09-20",
"count": 1
},
{
"date": "2021-09-22",
"count": 2
},
{
"date": "2021-09-23",
"count": 1
},
{
"date": "2021-09-25",
"count": 1
},
{
"date": "2021-09-26",
"count": 1
},
{
"date": "2021-10-07",
"count": 1
},
{
"date": "2021-10-18",
"count": 2
},
{
"date": "2021-10-19",
"count": 1
},
{
"date": "2021-10-31",
"count": 1
},
{
"date": "2021-11-03",
"count": 1
},
{
"date": "2021-11-04",
"count": 1
},
{
"date": "2021-11-12",
"count": 1
},
{
"date": "2021-11-16",
"count": 1
},
{
"date": "2021-11-18",
"count": 1
},
{
"date": "2021-11-20",
"count": 1
},
{
"date": "2021-11-22",
"count": 1
},
{
"date": "2021-11-23",
"count": 1
},
{
"date": "2021-11-25",
"count": 1
},
{
"date": "2021-12-02",
"count": 1
},
{
"date": "2021-12-13",
"count": 1
},
{
"date": "2021-12-23",
"count": 1
},
{
"date": "2021-12-24",
"count": 2
},
{
"date": "2021-12-30",
"count": 2
},
{
"date": "2022-01-05",
"count": 2
},
{
"date": "2022-01-06",
"count": 1
},
{
"date": "2022-01-11",
"count": 1
},
{
"date": "2022-01-12",
"count": 1
},
{
"date": "2022-01-16",
"count": 1
},
{
"date": "2022-01-18",
"count": 1
},
{
"date": "2022-01-19",
"count": 1
},
{
"date": "2022-01-21",
"count": 1
},
{
"date": "2022-01-23",
"count": 1
},
{
"date": "2022-01-24",
"count": 1
},
{
"date": "2022-01-25",
"count": 1
},
{
"date": "2022-02-04",
"count": 1
},
{
"date": "2022-02-08",
"count": 1
},
{
"date": "2022-02-10",
"count": 1
},
{
"date": "2022-02-15",
"count": 3
},
{
"date": "2022-02-16",
"count": 5
},
{
"date": "2022-02-17",
"count": 7
},
{
"date": "2022-02-18",
"count": 6
},
{
"date": "2022-02-19",
"count": 2
},
{
"date": "2022-02-20",
"count": 1
},
{
"date": "2022-02-21",
"count": 6
},
{
"date": "2022-02-22",
"count": 9
},
{
"date": "2022-02-23",
"count": 15
},
{
"date": "2022-02-24",
"count": 9
},
{
"date": "2022-02-25",
"count": 2
},
{
"date": "2022-02-26",
"count": 4
},
{
"date": "2022-02-27",
"count": 1
},
{
"date": "2022-02-28",
"count": 2
},
{
"date": "2022-03-01",
"count": 1
},
{
"date": "2022-03-03",
"count": 1
},
{
"date": "2022-03-04",
"count": 2
},
{
"date": "2022-03-05",
"count": 2
},
{
"date": "2022-03-06",
"count": 1
},
{
"date": "2022-03-07",
"count": 1
},
{
"date": "2022-03-08",
"count": 2
},
{
"date": "2022-03-11",
"count": 2
},
{
"date": "2022-03-12",
"count": 1
},
{
"date": "2022-03-13",
"count": 1
},
{
"date": "2022-03-14",
"count": 3
},
{
"date": "2022-03-15",
"count": 1
},
{
"date": "2022-03-18",
"count": 2
},
{
"date": "2022-03-19",
"count": 1
},
{
"date": "2022-03-21",
"count": 2
},
{
"date": "2022-03-22",
"count": 1
},
{
"date": "2022-03-23",
"count": 2
},
{
"date": "2022-03-24",
"count": 1
},
{
"date": "2022-03-25",
"count": 2
},
{
"date": "2022-03-26",
"count": 1
},
{
"date": "2022-03-27",
"count": 1
},
{
"date": "2022-03-28",
"count": 1
},
{
"date": "2022-03-29",
"count": 2
},
{
"date": "2022-03-30",
"count": 3
},
{
"date": "2022-04-01",
"count": 2
},
{
"date": "2022-04-03",
"count": 1
},
{
"date": "2022-04-04",
"count": 2
},
{
"date": "2022-04-05",
"count": 2
},
{
"date": "2022-04-06",
"count": 1
},
{
"date": "2022-04-07",
"count": 1
},
{
"date": "2022-04-08",
"count": 1
},
{
"date": "2022-04-10",
"count": 3
},
{
"date": "2022-04-11",
"count": 5
},
{
"date": "2022-04-13",
"count": 1
},
{
"date": "2022-04-14",
"count": 4
},
{
"date": "2022-04-15",
"count": 1
},
{
"date": "2022-04-18",
"count": 3
},
{
"date": "2022-04-19",
"count": 1
},
{
"date": "2022-04-24",
"count": 1
},
{
"date": "2022-04-29",
"count": 1
},
{
"date": "2022-05-03",
"count": 2
},
{
"date": "2022-05-04",
"count": 1
},
{
"date": "2022-05-05",
"count": 1
},
{
"date": "2022-05-06",
"count": 1
},
{
"date": "2022-05-10",
"count": 1
},
{
"date": "2022-05-11",
"count": 2
},
{
"date": "2022-05-12",
"count": 1
},
{
"date": "2022-05-13",
"count": 1
},
{
"date": "2022-05-16",
"count": 2
},
{
"date": "2022-05-18",
"count": 1
},
{
"date": "2022-05-21",
"count": 1
},
{
"date": "2022-05-24",
"count": 2
},
{
"date": "2022-05-25",
"count": 1
},
{
"date": "2022-05-27",
"count": 3
},
{
"date": "2022-05-30",
"count": 2
},
{
"date": "2022-05-31",
"count": 2
},
{
"date": "2022-06-01",
"count": 1
},
{
"date": "2022-06-02",
"count": 1
},
{
"date": "2022-06-06",
"count": 1
},
{
"date": "2022-06-09",
"count": 1
},
{
"date": "2022-06-13",
"count": 1
},
{
"date": "2022-06-15",
"count": 1
},
{
"date": "2022-06-17",
"count": 1
},
{
"date": "2022-06-21",
"count": 1
},
{
"date": "2022-06-22",
"count": 1
},
{
"date": "2022-06-23",
"count": 2
},
{
"date": "2022-06-24",
"count": 1
},
{
"date": "2022-06-25",
"count": 1
},
{
"date": "2022-06-26",
"count": 1
},
{
"date": "2022-06-27",
"count": 1
},
{
"date": "2022-06-28",
"count": 1
},
{
"date": "2022-06-30",
"count": 1
},
{
"date": "2022-07-04",
"count": 1
},
{
"date": "2022-07-05",
"count": 2
},
{
"date": "2022-07-07",
"count": 1
},
{
"date": "2022-07-08",
"count": 1
},
{
"date": "2022-07-10",
"count": 1
},
{
"date": "2022-07-11",
"count": 1
},
{
"date": "2022-07-14",
"count": 2
},
{
"date": "2022-07-21",
"count": 1
},
{
"date": "2022-07-24",
"count": 1
},
{
"date": "2022-07-25",
"count": 1
},
{
"date": "2022-07-27",
"count": 3
},
{
"date": "2022-07-28",
"count": 2
},
{
"date": "2022-08-04",
"count": 1
},
{
"date": "2022-08-10",
"count": 1
},
{
"date": "2022-08-11",
"count": 1
},
{
"date": "2022-08-12",
"count": 1
},
{
"date": "2022-08-23",
"count": 1
},
{
"date": "2022-08-24",
"count": 3
},
{
"date": "2022-08-25",
"count": 1
},
{
"date": "2022-09-06",
"count": 1
},
{
"date": "2022-09-09",
"count": 1
},
{
"date": "2022-09-12",
"count": 1
},
{
"date": "2022-09-14",
"count": 1
},
{
"date": "2022-09-16",
"count": 1
},
{
"date": "2022-09-21",
"count": 1
},
{
"date": "2022-09-24",
"count": 1
},
{
"date": "2022-09-27",
"count": 1
},
{
"date": "2022-10-01",
"count": 1
},
{
"date": "2022-10-03",
"count": 1
},
{
"date": "2022-10-05",
"count": 1
},
{
"date": "2022-10-06",
"count": 1
},
{
"date": "2022-10-07",
"count": 1
},
{
"date": "2022-10-10",
"count": 1
},
{
"date": "2022-10-13",
"count": 1
},
{
"date": "2022-10-18",
"count": 2
},
{
"date": "2022-10-21",
"count": 2
},
{
"date": "2022-10-23",
"count": 1
},
{
"date": "2022-10-26",
"count": 1
},
{
"date": "2022-10-31",
"count": 1
},
{
"date": "2022-11-01",
"count": 1
},
{
"date": "2022-11-02",
"count": 1
},
{
"date": "2022-11-07",
"count": 1
},
{
"date": "2022-11-10",
"count": 1
},
{
"date": "2022-11-14",
"count": 1
},
{
"date": "2022-11-15",
"count": 1
},
{
"date": "2022-11-16",
"count": 1
},
{
"date": "2022-11-17",
"count": 3
},
{
"date": "2022-11-20",
"count": 1
},
{
"date": "2022-11-21",
"count": 1
},
{
"date": "2022-11-22",
"count": 1
},
{
"date": "2022-11-29",
"count": 1
},
{
"date": "2022-11-30",
"count": 2
},
{
"date": "2022-12-07",
"count": 1
},
{
"date": "2022-12-10",
"count": 1
},
{
"date": "2022-12-11",
"count": 1
},
{
"date": "2022-12-14",
"count": 3
},
{
"date": "2022-12-15",
"count": 1
},
{
"date": "2022-12-16",
"count": 1
},
{
"date": "2022-12-28",
"count": 2
},
{
"date": "2022-12-29",
"count": 1
},
{
"date": "2022-12-30",
"count": 1
},
{
"date": "2022-12-31",
"count": 1
},
{
"date": "2023-01-02",
"count": 1
},
{
"date": "2023-01-03",
"count": 1
},
{
"date": "2023-01-10",
"count": 1
},
{
"date": "2023-01-13",
"count": 1
},
{
"date": "2023-01-16",
"count": 1
},
{
"date": "2023-01-21",
"count": 1
},
{
"date": "2023-01-23",
"count": 1
},
{
"date": "2023-01-25",
"count": 1
},
{
"date": "2023-01-26",
"count": 1
},
{
"date": "2023-01-31",
"count": 1
},
{
"date": "2023-02-07",
"count": 1
},
{
"date": "2023-02-08",
"count": 1
},
{
"date": "2023-02-10",
"count": 1
},
{
"date": "2023-02-11",
"count": 1
},
{
"date": "2023-02-14",
"count": 2
},
{
"date": "2023-02-15",
"count": 1
},
{
"date": "2023-02-20",
"count": 2
},
{
"date": "2023-02-21",
"count": 1
},
{
"date": "2023-02-22",
"count": 1
},
{
"date": "2023-02-26",
"count": 1
},
{
"date": "2023-02-28",
"count": 2
},
{
"date": "2023-03-03",
"count": 1
},
{
"date": "2023-03-10",
"count": 1
},
{
"date": "2023-03-13",
"count": 2
},
{
"date": "2023-03-14",
"count": 1
},
{
"date": "2023-03-21",
"count": 1
},
{
"date": "2023-03-24",
"count": 1
},
{
"date": "2023-03-28",
"count": 1
},
{
"date": "2023-04-01",
"count": 1
},
{
"date": "2023-04-10",
"count": 1
},
{
"date": "2023-04-15",
"count": 1
},
{
"date": "2023-04-19",
"count": 1
},
{
"date": "2023-04-27",
"count": 1
},
{
"date": "2023-05-09",
"count": 1
},
{
"date": "2023-05-20",
"count": 1
},
{
"date": "2023-06-02",
"count": 1
},
{
"date": "2023-06-07",
"count": 1
},
{
"date": "2023-06-08",
"count": 1
},
{
"date": "2023-06-09",
"count": 2
},
{
"date": "2023-06-10",
"count": 1
},
{
"date": "2023-06-13",
"count": 1
},
{
"date": "2023-06-16",
"count": 1
},
{
"date": "2023-06-17",
"count": 1
},
{
"date": "2023-06-20",
"count": 1
},
{
"date": "2023-06-22",
"count": 2
},
{
"date": "2023-06-23",
"count": 1
},
{
"date": "2023-06-30",
"count": 1
},
{
"date": "2023-07-02",
"count": 1
},
{
"date": "2023-07-08",
"count": 1
},
{
"date": "2023-07-09",
"count": 1
},
{
"date": "2023-07-13",
"count": 1
},
{
"date": "2023-07-15",
"count": 1
},
{
"date": "2023-07-19",
"count": 1
},
{
"date": "2023-07-20",
"count": 3
},
{
"date": "2023-07-21",
"count": 2
},
{
"date": "2023-07-26",
"count": 1
},
{
"date": "2023-07-27",
"count": 2
},
{
"date": "2023-07-31",
"count": 2
},
{
"date": "2023-08-01",
"count": 1
},
{
"date": "2023-08-05",
"count": 1
},
{
"date": "2023-08-08",
"count": 1
},
{
"date": "2023-08-10",
"count": 1
},
{
"date": "2023-08-13",
"count": 2
},
{
"date": "2023-08-14",
"count": 1
},
{
"date": "2023-08-15",
"count": 1
},
{
"date": "2023-08-16",
"count": 1
},
{
"date": "2023-08-20",
"count": 2
},
{
"date": "2023-08-23",
"count": 1
},
{
"date": "2023-08-24",
"count": 1
},
{
"date": "2023-08-25",
"count": 1
},
{
"date": "2023-08-26",
"count": 1
},
{
"date": "2023-08-31",
"count": 5
},
{
"date": "2023-09-01",
"count": 4
},
{
"date": "2023-09-05",
"count": 2
},
{
"date": "2023-09-09",
"count": 2
},
{
"date": "2023-09-10",
"count": 1
},
{
"date": "2023-09-15",
"count": 1
},
{
"date": "2023-09-26",
"count": 1
},
{
"date": "2023-10-08",
"count": 1
},
{
"date": "2023-10-12",
"count": 1
},
{
"date": "2023-10-13",
"count": 1
},
{
"date": "2023-10-23",
"count": 1
},
{
"date": "2023-10-24",
"count": 2
},
{
"date": "2023-10-26",
"count": 1
},
{
"date": "2023-10-27",
"count": 2
},
{
"date": "2023-11-03",
"count": 1
},
{
"date": "2023-11-07",
"count": 1
},
{
"date": "2023-11-10",
"count": 3
},
{
"date": "2023-11-16",
"count": 1
},
{
"date": "2023-11-20",
"count": 1
},
{
"date": "2023-11-23",
"count": 1
},
{
"date": "2023-12-02",
"count": 2
},
{
"date": "2023-12-03",
"count": 1
},
{
"date": "2023-12-06",
"count": 1
},
{
"date": "2023-12-11",
"count": 1
},
{
"date": "2023-12-12",
"count": 1
},
{
"date": "2023-12-13",
"count": 1
},
{
"date": "2023-12-16",
"count": 1
},
{
"date": "2023-12-18",
"count": 1
},
{
"date": "2023-12-20",
"count": 1
},
{
"date": "2023-12-21",
"count": 1
},
{
"date": "2023-12-27",
"count": 1
},
{
"date": "2024-01-03",
"count": 1
},
{
"date": "2024-01-05",
"count": 1
},
{
"date": "2024-01-13",
"count": 1
},
{
"date": "2024-01-15",
"count": 2
},
{
"date": "2024-01-17",
"count": 2
},
{
"date": "2024-01-23",
"count": 1
},
{
"date": "2024-01-24",
"count": 1
},
{
"date": "2024-01-25",
"count": 1
},
{
"date": "2024-01-30",
"count": 1
},
{
"date": "2024-02-01",
"count": 1
},
{
"date": "2024-02-02",
"count": 2
},
{
"date": "2024-02-04",
"count": 1
},
{
"date": "2024-02-14",
"count": 1
},
{
"date": "2024-02-15",
"count": 1
},
{
"date": "2024-02-16",
"count": 1
},
{
"date": "2024-02-21",
"count": 2
},
{
"date": "2024-02-27",
"count": 1
},
{
"date": "2024-03-04",
"count": 2
},
{
"date": "2024-03-06",
"count": 2
},
{
"date": "2024-03-08",
"count": 1
},
{
"date": "2024-03-17",
"count": 1
},
{
"date": "2024-03-18",
"count": 2
},
{
"date": "2024-03-23",
"count": 1
},
{
"date": "2024-03-25",
"count": 1
},
{
"date": "2024-03-26",
"count": 1
},
{
"date": "2024-03-27",
"count": 3
},
{
"date": "2024-04-09",
"count": 1
},
{
"date": "2024-04-16",
"count": 1
},
{
"date": "2024-04-20",
"count": 2
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-04-30",
"count": 1
},
{
"date": "2024-05-01",
"count": 1
},
{
"date": "2024-05-09",
"count": 1
},
{
"date": "2024-05-11",
"count": 1
},
{
"date": "2024-05-13",
"count": 2
},
{
"date": "2024-05-14",
"count": 1
},
{
"date": "2024-05-22",
"count": 1
},
{
"date": "2024-05-23",
"count": 1
},
{
"date": "2024-05-24",
"count": 4
},
{
"date": "2024-05-27",
"count": 2
},
{
"date": "2024-05-30",
"count": 2
},
{
"date": "2024-05-31",
"count": 1
},
{
"date": "2024-06-09",
"count": 1
},
{
"date": "2024-06-13",
"count": 3
},
{
"date": "2024-06-14",
"count": 2
},
{
"date": "2024-06-15",
"count": 1
},
{
"date": "2024-06-18",
"count": 1
},
{
"date": "2024-06-27",
"count": 4
},
{
"date": "2024-07-01",
"count": 1
},
{
"date": "2024-07-03",
"count": 1
},
{
"date": "2024-07-13",
"count": 1
},
{
"date": "2024-07-22",
"count": 1
},
{
"date": "2024-07-30",
"count": 1
},
{
"date": "2024-08-10",
"count": 1
},
{
"date": "2024-08-13",
"count": 1
},
{
"date": "2024-08-15",
"count": 1
},
{
"date": "2024-08-20",
"count": 1
},
{
"date": "2024-08-25",
"count": 1
},
{
"date": "2024-08-26",
"count": 1
},
{
"date": "2024-08-29",
"count": 1
},
{
"date": "2024-09-01",
"count": 1
},
{
"date": "2024-09-04",
"count": 2
},
{
"date": "2024-09-05",
"count": 1
},
{
"date": "2024-09-09",
"count": 1
},
{
"date": "2024-09-10",
"count": 1
},
{
"date": "2024-09-12",
"count": 1
},
{
"date": "2024-09-20",
"count": 1
},
{
"date": "2024-09-22",
"count": 1
},
{
"date": "2024-09-25",
"count": 1
},
{
"date": "2024-10-01",
"count": 1
},
{
"date": "2024-10-09",
"count": 1
},
{
"date": "2024-10-23",
"count": 1
},
{
"date": "2024-10-25",
"count": 1
},
{
"date": "2024-10-28",
"count": 2
},
{
"date": "2024-11-02",
"count": 1
},
{
"date": "2024-11-07",
"count": 1
},
{
"date": "2024-11-11",
"count": 1
},
{
"date": "2024-11-14",
"count": 1
},
{
"date": "2024-11-19",
"count": 2
},
{
"date": "2024-11-25",
"count": 1
},
{
"date": "2024-11-26",
"count": 1
},
{
"date": "2024-12-01",
"count": 1
},
{
"date": "2024-12-03",
"count": 2
},
{
"date": "2024-12-05",
"count": 1
},
{
"date": "2024-12-06",
"count": 1
},
{
"date": "2024-12-14",
"count": 1
},
{
"date": "2024-12-18",
"count": 2
},
{
"date": "2024-12-19",
"count": 1
},
{
"date": "2024-12-26",
"count": 1
},
{
"date": "2024-12-27",
"count": 1
},
{
"date": "2025-01-08",
"count": 3
},
{
"date": "2025-01-09",
"count": 1
},
{
"date": "2025-01-10",
"count": 1
},
{
"date": "2025-01-16",
"count": 1
},
{
"date": "2025-01-19",
"count": 1
},
{
"date": "2025-01-20",
"count": 2
},
{
"date": "2025-01-22",
"count": 1
},
{
"date": "2025-01-29",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-04",
"count": 1
},
{
"date": "2025-02-16",
"count": 1
},
{
"date": "2025-02-18",
"count": 1
},
{
"date": "2025-02-19",
"count": 1
},
{
"date": "2025-02-20",
"count": 1
},
{
"date": "2025-02-21",
"count": 1
},
{
"date": "2025-02-28",
"count": 1
},
{
"date": "2025-03-04",
"count": 1
},
{
"date": "2025-03-06",
"count": 1
},
{
"date": "2025-03-07",
"count": 1
},
{
"date": "2025-03-08",
"count": 1
},
{
"date": "2025-03-09",
"count": 1
},
{
"date": "2025-03-12",
"count": 1
},
{
"date": "2025-03-17",
"count": 1
},
{
"date": "2025-03-20",
"count": 1
},
{
"date": "2025-03-21",
"count": 1
},
{
"date": "2025-03-24",
"count": 2
},
{
"date": "2025-03-25",
"count": 1
},
{
"date": "2025-03-26",
"count": 1
},
{
"date": "2025-04-02",
"count": 1
},
{
"date": "2025-04-04",
"count": 1
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-21",
"count": 1
},
{
"date": "2025-04-22",
"count": 1
},
{
"date": "2025-04-28",
"count": 1
},
{
"date": "2025-05-01",
"count": 1
},
{
"date": "2025-05-05",
"count": 1
},
{
"date": "2025-05-08",
"count": 2
},
{
"date": "2025-05-18",
"count": 1
},
{
"date": "2025-05-21",
"count": 2
},
{
"date": "2025-05-23",
"count": 2
},
{
"date": "2025-05-25",
"count": 1
},
{
"date": "2025-05-30",
"count": 1
},
{
"date": "2025-06-10",
"count": 2
},
{
"date": "2025-06-11",
"count": 1
},
{
"date": "2025-06-18",
"count": 2
},
{
"date": "2025-06-22",
"count": 1
},
{
"date": "2025-06-26",
"count": 1
},
{
"date": "2025-07-04",
"count": 1
},
{
"date": "2025-07-09",
"count": 1
},
{
"date": "2025-07-17",
"count": 1
},
{
"date": "2025-07-18",
"count": 1
},
{
"date": "2025-07-21",
"count": 1
},
{
"date": "2025-07-22",
"count": 1
},
{
"date": "2025-07-24",
"count": 1
},
{
"date": "2025-07-27",
"count": 1
},
{
"date": "2025-07-29",
"count": 1
},
{
"date": "2025-07-31",
"count": 2
},
{
"date": "2025-08-04",
"count": 1
},
{
"date": "2025-08-06",
"count": 1
},
{
"date": "2025-08-07",
"count": 1
},
{
"date": "2025-08-08",
"count": 1
},
{
"date": "2025-08-10",
"count": 1
},
{
"date": "2025-08-12",
"count": 1
},
{
"date": "2025-08-13",
"count": 2
},
{
"date": "2025-08-14",
"count": 2
},
{
"date": "2025-08-18",
"count": 1
},
{
"date": "2025-08-19",
"count": 1
},
{
"date": "2025-08-21",
"count": 1
},
{
"date": "2025-08-22",
"count": 1
},
{
"date": "2025-08-25",
"count": 1
},
{
"date": "2025-08-27",
"count": 2
},
{
"date": "2025-08-29",
"count": 1
},
{
"date": "2025-08-31",
"count": 1
},
{
"date": "2025-09-15",
"count": 1
},
{
"date": "2025-09-16",
"count": 1
},
{
"date": "2025-09-19",
"count": 1
},
{
"date": "2025-09-22",
"count": 1
},
{
"date": "2025-09-23",
"count": 1
},
{
"date": "2025-09-28",
"count": 1
},
{
"date": "2025-09-30",
"count": 1
},
{
"date": "2025-10-02",
"count": 1
},
{
"date": "2025-10-05",
"count": 1
},
{
"date": "2025-10-07",
"count": 1
},
{
"date": "2025-10-10",
"count": 1
},
{
"date": "2025-10-11",
"count": 1
},
{
"date": "2025-10-16",
"count": 1
},
{
"date": "2025-10-22",
"count": 1
},
{
"date": "2025-10-23",
"count": 1
},
{
"date": "2025-10-24",
"count": 1
},
{
"date": "2025-10-25",
"count": 1
},
{
"date": "2025-10-29",
"count": 1
},
{
"date": "2025-11-04",
"count": 1
},
{
"date": "2025-11-14",
"count": 1
},
{
"date": "2025-11-17",
"count": 1
},
{
"date": "2025-11-22",
"count": 1
},
{
"date": "2025-11-26",
"count": 1
},
{
"date": "2025-11-27",
"count": 1
},
{
"date": "2025-12-03",
"count": 1
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2025-12-22",
"count": 1
},
{
"date": "2025-12-24",
"count": 1
},
{
"date": "2025-12-25",
"count": 1
},
{
"date": "2025-12-29",
"count": 2
},
{
"date": "2026-01-09",
"count": 1
},
{
"date": "2026-01-16",
"count": 1
},
{
"date": "2026-01-26",
"count": 1
},
{
"date": "2026-02-02",
"count": 1
},
{
"date": "2026-02-03",
"count": 1
},
{
"date": "2026-02-06",
"count": 1
},
{
"date": "2026-02-11",
"count": 2
},
{
"date": "2026-02-19",
"count": 1
},
{
"date": "2026-02-27",
"count": 1
},
{
"date": "2026-03-04",
"count": 1
},
{
"date": "2026-03-05",
"count": 1
},
{
"date": "2026-03-07",
"count": 1
},
{
"date": "2026-03-11",
"count": 1
},
{
"date": "2026-03-12",
"count": 1
},
{
"date": "2026-03-16",
"count": 2
},
{
"date": "2026-03-18",
"count": 1
},
{
"date": "2026-03-26",
"count": 2
},
{
"date": "2026-03-28",
"count": 1
},
{
"date": "2026-03-29",
"count": 1
},
{
"date": "2026-04-03",
"count": 1
},
{
"date": "2026-04-09",
"count": 1
},
{
"date": "2026-04-28",
"count": 2
},
{
"date": "2026-05-09",
"count": 2
},
{
"date": "2026-05-13",
"count": 1
},
{
"date": "2026-05-20",
"count": 1
},
{
"date": "2026-05-24",
"count": 1
},
{
"date": "2026-05-28",
"count": 1
},
{
"date": "2026-05-29",
"count": 1
},
{
"date": "2026-06-01",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-07",
"count": 1
},
{
"date": "2026-06-10",
"count": 1
},
{
"date": "2026-06-19",
"count": 1
},
{
"date": "2026-06-21",
"count": 1
},
{
"date": "2026-06-23",
"count": 2
},
{
"date": "2026-06-24",
"count": 1
},
{
"date": "2026-06-29",
"count": 1
},
{
"date": "2026-07-03",
"count": 1
},
{
"date": "2026-07-05",
"count": 1
},
{
"date": "2026-07-13",
"count": 1
},
{
"date": "2026-07-14",
"count": 1
},
{
"date": "2026-07-15",
"count": 2
},
{
"date": "2026-07-16",
"count": 1
},
{
"date": "2026-07-18",
"count": 1
},
{
"date": "2026-07-21",
"count": 1
},
{
"date": "2026-07-23",
"count": 2
},
{
"date": "2026-07-27",
"count": 1
},
{
"date": "2026-07-29",
"count": 1
},
{
"date": "2026-07-30",
"count": 1
},
{
"date": "2026-07-31",
"count": 2
}
],
"complete": true,
"collected": 748,
"total_forks": 771
},
"star_history": null,
"open_issues_and_prs": 2
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"sahi/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 95052,
"source_files_sampled": 142,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "torch",
"direct": false,
"version": "2.4.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-3749-ghw9-m3mg",
"GHSA-53q9-r3pm-6pq6",
"GHSA-887c-mr87-cxwp",
"GHSA-c678-jfcj-6jmf",
"GHSA-f4hp-rmr7-r7v8",
"GHSA-qfhq-4f3w-5fph",
"GHSA-rrmf-rvhw-rf47",
"GHSA-vgrw-7cvw-pwgx",
"GHSA-x3gm-94wq-g975",
"PYSEC-2024-259"
],
"fixed_version": "2.13.0",
"advisory_count": 23,
"oldest_advisory_days": 640
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"critical": 1
},
"advisory_count": 23,
"affected_count": 1,
"assessed_count": 2,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 26,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "opencv-python",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.12.0.88"
},
{
"name": "shapely",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0"
},
{
"name": "tqdm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.48.2"
},
{
"name": "pillow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.2.0"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "pyyaml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "fire",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "click",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "opencv-python",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "shapely",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "hatch",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "inference",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ipywidgets",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "jupyterlab",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "jupytext",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nbconvert",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "notebook",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numba",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pycocotools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-rerunfailures",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-xdist",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pywinpty",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "rfdetr",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torch",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "torchvision",
"direct": false,
"version": "0.19.1",
"ecosystem": "pypi"
},
{
"name": "tox",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ultralytics",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "wheel",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "yolov5",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 28,
"direct_count": 4,
"indirect_count": 24
}
},
"maintainership": {
"issues": {
"open_prs": 2,
"merged_prs": 709,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 77
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "fcakyon",
"commits": 497,
"avatar_url": "https://avatars.githubusercontent.com/u/34196005?v=4"
},
{
"type": "User",
"login": "onuralpszr",
"commits": 122,
"avatar_url": "https://avatars.githubusercontent.com/u/1688848?v=4"
},
{
"type": "User",
"login": "gboeer",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/1067159?v=4"
},
{
"type": "User",
"login": "devrimcavusoglu",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/46989091?v=4"
},
{
"type": "User",
"login": "kadirnar",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/36204372?v=4"
},
{
"type": "User",
"login": "ZephyrKeXiner",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/91109111?v=4"
},
{
"type": "User",
"login": "ssahinnkadir",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/68073829?v=4"
},
{
"type": "User",
"login": "pranavdurai10",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/15276891?v=4"
},
{
"type": "User",
"login": "weiji14",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/23487320?v=4"
},
{
"type": "User",
"login": "ducviet00",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/24910916?v=4"
}
],
"contributors_sampled": 75,
"top_contributor_share": 0.664
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"publish_docs.yml",
"publish_pypi.yml",
"ruff.yaml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 8,
"reason": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 3,
"reason": "Found 7/22 approved changesets -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 11 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 10,
"reason": "all dependencies are pinned",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "9f5a79d440cb43a32d18b2ad2cafe50b9d0ccdd1",
"ran_at": "2026-08-01T13:44:42Z",
"aggregate_score": 7,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-08-01T13:43:00Z",
"oldest_open_prs": [
{
"number": 1405,
"created_at": "2026-07-30T03:41:33Z",
"last_comment_at": "2026-07-30T13:36:07Z",
"last_comment_author": "onuralpszr"
},
{
"number": 1407,
"created_at": "2026-07-30T07:58:33Z",
"last_comment_at": "2026-07-30T16:03:41Z",
"last_comment_author": "akshayrb22"
}
],
"last_merged_pr_at": "2026-08-01T13:40:40Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/obss/sahi",
"host": "github.com",
"name": "sahi",
"owner": "obss"
},
"metrics": {
"overall": {
"key": "overall",
"band": "exceptional",
"name": "Overall health",
"note": "The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 81,
"calibrated": 94,
"calibration": "2026-08-02"
}
}
],
"value": 94,
"inputs": {
"security": 76,
"vitality": 92,
"community": 90,
"governance": 66,
"calibration": "2026-08-02",
"engineering": 90,
"ai_readiness": 56,
"weighted_overall_raw": 81
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 92,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 86,
"inputs": {
"commits_last_year": 154,
"human_commit_share": 0.67,
"days_since_last_push": 0,
"active_weeks_last_year": 32
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "32/52 weeks with commits",
"points": 22.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 32
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "154 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 154
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 100,
"latest_release_tag": "0.12.3",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 42.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "100 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 100
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~42.5 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 42.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 1,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 1 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 1
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "excellent",
"name": "Community & Adoption",
"value": 90,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "exceptional",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 93,
"inputs": {
"forks": 771,
"stars": 5442,
"watchers": 48,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "5,442 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 5442
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "771 forks",
"points": 24.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 771
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "48 watchers",
"points": 9.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 48
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 91,
"inputs": {
"packages": [
"sahi"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 268550
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "268,550 downloads/month across pypi",
"points": 72.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 268550,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 66,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "weak",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 75,
"top_contributor_share": 0.664
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 66% of commits",
"points": 7.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 66
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "75 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 75
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 11 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 70,
"inputs": {
"merged_prs": 709,
"open_issues": 0,
"closed_issues": 0,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": null,
"closed_unmerged_prs": 77,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "709/786 decided PRs merged",
"points": 27.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 709,
"decided": 786
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 7/22 approved changesets -- score normalized to 3",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"followers": 171,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "obss",
"public_repos": 14,
"account_age_days": 2305
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "171 followers of obss",
"points": 16.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 171,
"login": "obss"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "14 public repos, account ~6 yr old",
"points": 20.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 14
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"sahi"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "115 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 115
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 90,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
"points": 16,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"object-detection",
"instance-segmentation",
"computer-vision",
"small-object-detection",
"large-image",
"pytorch",
"python",
"coco",
"deep-learning",
"machine-learning",
"remote-sensing",
"huggingface",
"fiftyone",
"satellite",
"tiling",
"explainable-ai",
"oriented-object-detection",
"hacktoberfest",
"yolo26",
"open-vocabulary-detection"
],
"has_wiki": false,
"homepage": "https://obss.github.io/sahi/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://obss.github.io/sahi/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "20 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 20
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 76,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 70,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 7
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
"points": 2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 7/22 approved changesets -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 11 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 2 resolved dependencies against OSV; 26 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 2
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 26
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 23,
"affected_packages": 1,
"assessed_packages": 2,
"unassessed_packages": 26,
"affected_by_severity": "critical 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 2,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 20
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 56,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "67 of 67 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 67,
"sampled": 67
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"sahi/py.typed"
],
"agent_commit_share": 0.01,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.33
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "sahi/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "sahi/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "33 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 33,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 95052,
"source_files_sampled": 142,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (sahi/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "sahi/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/142 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 142,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"cli",
"library"
],
"scores": {
"cli": 8,
"library": 6,
"framework": 2
},
"primary": "cli",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:click",
"weight": 4
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:fire",
"weight": 4
},
{
"tier": "description",
"label": "framework",
"source": "description:framework",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:sahi@0.12.3; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-08-01T13:45:12.146523Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/obss/sahi.svg",
"full_name": "obss/sahi",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.