Public recordExcellent
Software health reportschema 0.31.0 · metrics 2.5.0 · 2026-08-05 01:07 UTC
google-ai-edge / mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
google-ai-edge/mediapipe holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on Vitality (96/100) and lowest on Security (40/100). It was last updated today. 2 contributors account for most of its recent work.
87
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
87
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).
Ownership
google-ai-edgeOrganization
4,139 followers14 public repossince Nov 2023
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | mediapipepoints to another repo — not scored | 1.0.0 | - | 18 | 8 days ago | mediapipe |
| PyPI | mediapipe-model-makerpoints to another repo — not scored | 0.2.1.4 | 8,605 | 11 | 834 days ago | mediapipemodelmaker |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
96
Development activity
98Exceptional
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 33.9/36 | Commit cadence — 49/52 weeks with commits |
| 18/18 | Commit volume — 726 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 726 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 49 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 67 releases published |
| 36/36 | Release recency — latest release 7 days ago |
| 19.8/27 | Release cadence — a release every ~65.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 67 |
| latest_release_tag | v1.0.0 |
| releases_from_tags | no |
| days_since_latest_release | 7 |
| mean_days_between_releases | 65.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
86
Popularity & adoption
100Exceptional
How it's scored
| 60/60 | Stars — 36,470 stars |
| 25/25 | Forks — 6,099 forks |
| 15/15 | Watchers — 530 watchers |
Inputs used
| forks | 6,099 |
| stars | 36,470 |
| watchers | 530 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 0 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
64
Maintainer resilience (bus factor)
60Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 15.7/22.5 | Commit distribution — top contributor authored 30% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.301 |
Issue & PR responsiveness
63Moderate
How it's scored
| 39.3/42 | Issue resolution — 94% of issues closed |
| 13.9/30 | PR acceptance — 201/433 decided PRs merged |
| 0/13 | Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 201 |
| open_issues | 361 |
| closed_issues | 5,300 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 1 |
| issue_closed_ratio | 0.936 |
| closed_unmerged_prs | 232 |
| first_time_authors_30d | 1 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 1 |
Ownership & stewardship
69Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 4,139 followers of google-ai-edge |
| 14/25 | Track record — 14 public repos, account ~2 yr old |
Inputs used
| followers | 4,139 |
| owner_type | Organization |
| is_verified | — |
| owner_login | google-ai-edge |
| public_repos | 14 |
| account_age_days | 995 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
100Exceptional
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ai.google.dev/edge/mediapipe |
| 10/10 | Repository description |
| 10/10 | Topics — 17 topics |
| 10/10 | Wiki |
Inputs used
| topics | mediapipe, c-plus-plus, computer-vision, deep-learning, android, video-processing, audio-processing, mobile-development, machine-learning, inference, graph-framework, graph-based, calculator, framework, pipeline-framework, stream-processing, perception |
| has_wiki | yes |
| homepage | https://ai.google.dev/edge/mediapipe |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
40
Security posture
25At Risk
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 0/25 | Dependabot config |
| 25/25 | Dependency lockfiles — pnpm-lock.yaml |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | pnpm-lock.yaml |
| manifests | package.json, requirements.txt, requirements_lock.txt, requirements_lock_3_10.txt, requirements_lock_3_11.txt, requirements_lock_3_12.txt, setup.py |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | no |
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 18 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mediapipe@1.0.0 runtime dependency closure — what installing the published package pulls in — 18 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
55
Agent context & guidance
3Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 3.2/40 | Legible commit history — 6 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.06 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile, mediapipe/examples/coral/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | pnpm-lock.yaml |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | docs/Makefile, mediapipe/examples/coral/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | mediapipe/examples/android/solutions/build.gradle, mediapipe/examples/android/solutions/facedetection/build.gradle, mediapipe/examples/android/solutions/facemesh/build.gradle, mediapipe/examples/android/solutions/hands/build.gradle |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Exceptional
How it's scored
| 45/45 | Type-checkable code — C++ (statically typed) |
| 54.7/55 | Manageable file sizes — 15/3,003 source files over 60KB |
Inputs used
| primary_language | C++ |
| largest_source_bytes | 224,075 |
| source_files_sampled | 3,003 |
| oversized_source_files | 15 |
Machine-readable interfaces
80Excellent
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — mediapipe/calculators/audio/add_audio_header_calculator_options.proto, mediapipe/calculators/audio/mfcc_mel_calculators.proto, mediapipe/calculators/audio/rational_factor_resample_calculator.proto, mediapipe/calculators/audio/resample_time_series_calculator.proto, mediapipe/calculators/audio/spectrogram_calculator.proto, mediapipe/calculators/audio/stabilized_log_calculator.proto, mediapipe/calculators/audio/time_series_framer_calculator.proto, mediapipe/calculators/audio/two_tap_fir_filter_calculator.proto, mediapipe/calculators/core/bypass_calculator.proto, mediapipe/calculators/core/clip_vector_size_calculator.proto, mediapipe/calculators/core/concatenate_vector_calculator.proto, mediapipe/calculators/core/constant_side_packet_calculator.proto, mediapipe/calculators/core/dequantize_byte_array_calculator.proto, mediapipe/calculators/core/flow_limiter_calculator.proto, mediapipe/calculators/core/gate_calculator.proto, mediapipe/calculators/core/get_vector_item_calculator.proto, mediapipe/calculators/core/graph_profile_calculator.proto, mediapipe/calculators/core/immediate_mux_calculator.proto, mediapipe/calculators/core/packet_cloner_calculator.proto, mediapipe/calculators/core/packet_resampler_calculator.proto, mediapipe/calculators/core/packet_thinner_calculator.proto, mediapipe/calculators/core/quantize_float_vector_calculator.proto, mediapipe/calculators/core/sequence_shift_calculator.proto, mediapipe/calculators/core/split_vector_calculator.proto, mediapipe/calculators/image/bilateral_filter_calculator.proto, mediapipe/calculators/image/feature_detector_calculator.proto, mediapipe/calculators/image/image_clone_calculator.proto, mediapipe/calculators/image/image_cropping_calculator.proto, mediapipe/calculators/image/image_transformation_calculator.proto, mediapipe/calculators/image/mask_overlay_calculator.proto, mediapipe/calculators/image/opencv_encoded_image_to_image_frame_calculator.proto, mediapipe/calculators/image/opencv_image_encoder_calculator.proto, mediapipe/calculators/image/recolor_calculator.proto, mediapipe/calculators/image/rotation_mode.proto, mediapipe/calculators/image/scale_image_calculator.proto, mediapipe/calculators/image/segmentation_smoothing_calculator.proto, mediapipe/calculators/image/set_alpha_calculator.proto, mediapipe/calculators/image/warp_affine_calculator.proto, mediapipe/calculators/internal/callback_packet_calculator.proto, mediapipe/calculators/tensor/audio_to_tensor_calculator.proto, mediapipe/calculators/tensor/bert_preprocessor_calculator.proto, mediapipe/calculators/tensor/feedback_tensors_calculator.proto, mediapipe/calculators/tensor/image_to_tensor_calculator.proto, mediapipe/calculators/tensor/inference_calculator.proto, mediapipe/calculators/tensor/landmarks_to_tensor_calculator.proto, mediapipe/calculators/tensor/regex_preprocessor_calculator.proto, mediapipe/calculators/tensor/sentencepiece_preprocessor_calculator.proto, mediapipe/calculators/tensor/tensor_converter_calculator.proto, mediapipe/calculators/tensor/tensor_to_joints_calculator.proto, mediapipe/calculators/tensor/tensors_readback_calculator.proto, mediapipe/calculators/tensor/tensors_to_audio_calculator.proto, mediapipe/calculators/tensor/tensors_to_classification_calculator.proto, mediapipe/calculators/tensor/tensors_to_detections_calculator.proto, mediapipe/calculators/tensor/tensors_to_floats_calculator.proto, mediapipe/calculators/tensor/tensors_to_landmarks_calculator.proto, mediapipe/calculators/tensor/tensors_to_segmentation_calculator.proto, mediapipe/calculators/tensor/vector_to_tensor_calculator.proto, mediapipe/calculators/tensorflow/graph_tensors_packet_generator.proto, mediapipe/calculators/tensorflow/image_frame_to_tensor_calculator.proto, mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.proto, mediapipe/calculators/tensorflow/matrix_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/object_detection_tensors_to_detections_calculator.proto, mediapipe/calculators/tensorflow/pack_media_sequence_calculator.proto, mediapipe/calculators/tensorflow/tensor_squeeze_dimensions_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_image_frame_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_matrix_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_vector_float_calculator_options.proto, mediapipe/calculators/tensorflow/tensor_to_vector_int_calculator_options.proto, mediapipe/calculators/tensorflow/tensor_to_vector_string_calculator_options.proto, mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_generator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_generator.proto, mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.proto, mediapipe/calculators/tensorflow/vector_float_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/vector_int_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/vector_string_to_tensor_calculator_options.proto, mediapipe/calculators/tflite/ssd_anchors_calculator.proto, mediapipe/calculators/tflite/tflite_converter_calculator.proto, mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.proto, mediapipe/calculators/tflite/tflite_inference_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_classification_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_detections_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_landmarks_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_segmentation_calculator.proto, mediapipe/calculators/util/align_hand_to_pose_in_world_calculator.proto, mediapipe/calculators/util/annotation_overlay_calculator.proto, mediapipe/calculators/util/association_calculator.proto, mediapipe/calculators/util/collection_has_min_size_calculator.proto, mediapipe/calculators/util/combine_joints_calculator.proto, mediapipe/calculators/util/detection_label_id_to_text_calculator.proto, mediapipe/calculators/util/detections_to_rects_calculator.proto, mediapipe/calculators/util/detections_to_render_data_calculator.proto, mediapipe/calculators/util/face_to_rect_calculator.proto, mediapipe/calculators/util/filter_detections_calculator.proto, mediapipe/calculators/util/flat_color_image_calculator.proto, mediapipe/calculators/util/labels_to_render_data_calculator.proto, mediapipe/calculators/util/landmark_projection_calculator.proto, mediapipe/calculators/util/landmarks_refinement_calculator.proto, mediapipe/calculators/util/landmarks_smoothing_calculator.proto, mediapipe/calculators/util/landmarks_to_detection_calculator.proto, mediapipe/calculators/util/landmarks_to_floats_calculator.proto, mediapipe/calculators/util/landmarks_to_render_data_calculator.proto, mediapipe/calculators/util/landmarks_transformation_calculator.proto, mediapipe/calculators/util/latency.proto, mediapipe/calculators/util/local_file_contents_calculator.proto, mediapipe/calculators/util/logic_calculator.proto, mediapipe/calculators/util/non_max_suppression_calculator.proto, mediapipe/calculators/util/packet_frequency.proto, mediapipe/calculators/util/packet_frequency_calculator.proto, mediapipe/calculators/util/packet_latency_calculator.proto, mediapipe/calculators/util/rect_to_render_data_calculator.proto, mediapipe/calculators/util/rect_to_render_scale_calculator.proto, mediapipe/calculators/util/rect_transformation_calculator.proto, mediapipe/calculators/util/refine_landmarks_from_heatmap_calculator.proto, mediapipe/calculators/util/resource_provider_calculator.proto, mediapipe/calculators/util/set_joints_visibility_calculator.proto, mediapipe/calculators/util/thresholding_calculator.proto, mediapipe/calculators/util/timed_box_list_id_to_label_calculator.proto, mediapipe/calculators/util/timed_box_list_to_render_data_calculator.proto, mediapipe/calculators/util/top_k_scores_calculator.proto, mediapipe/calculators/util/visibility_copy_calculator.proto, mediapipe/calculators/util/visibility_smoothing_calculator.proto, mediapipe/calculators/video/box_detector_calculator.proto, mediapipe/calculators/video/box_tracker_calculator.proto, mediapipe/calculators/video/flow_packager_calculator.proto, mediapipe/calculators/video/flow_to_image_calculator.proto, mediapipe/calculators/video/motion_analysis_calculator.proto, mediapipe/calculators/video/opencv_video_encoder_calculator.proto, mediapipe/calculators/video/tool/flow_quantizer_model.proto, mediapipe/calculators/video/tracked_detection_manager_calculator.proto, mediapipe/calculators/video/video_pre_stream_calculator.proto, mediapipe/examples/desktop/autoflip/autoflip_messages.proto, mediapipe/examples/desktop/autoflip/calculators/border_detection_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/content_zooming_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/face_box_adjuster_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/face_to_region_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/localization_to_region_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/scene_cropping_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/shot_boundary_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/signal_fusing_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/video_filtering_calculator.proto, mediapipe/examples/desktop/autoflip/quality/cropping.proto, mediapipe/examples/desktop/autoflip/quality/focus_point.proto, mediapipe/examples/desktop/autoflip/quality/kinematic_path_solver.proto, mediapipe/examples/desktop/autoflip/quality/visual_scorer.proto, mediapipe/framework/api2/node_test.proto, mediapipe/framework/api3/testing/bar.proto, mediapipe/framework/api3/testing/foo.proto, mediapipe/framework/api3/testing/generator.proto, mediapipe/framework/api3/testing/multiplier.proto, mediapipe/framework/calculator.proto, mediapipe/framework/calculator_contract_test.proto, mediapipe/framework/calculator_options.proto, mediapipe/framework/calculator_profile.proto, mediapipe/framework/deps/proto_descriptor.proto, mediapipe/framework/formats/affine_transform_data.proto, mediapipe/framework/formats/annotation/locus.proto, mediapipe/framework/formats/annotation/rasterization.proto, mediapipe/framework/formats/body_rig.proto, mediapipe/framework/formats/classification.proto, mediapipe/framework/formats/detection.proto, mediapipe/framework/formats/image_file_properties.proto, mediapipe/framework/formats/image_format.proto, mediapipe/framework/formats/landmark.proto, mediapipe/framework/formats/location_data.proto, mediapipe/framework/formats/matrix_data.proto, mediapipe/framework/formats/motion/optical_flow_field_data.proto, mediapipe/framework/formats/object_detection/anchor.proto, mediapipe/framework/formats/rect.proto, mediapipe/framework/formats/time_series_header.proto, mediapipe/framework/graph_runtime_info.proto, mediapipe/framework/mediapipe_options.proto, mediapipe/framework/packet_factory.proto, mediapipe/framework/packet_generator.proto, mediapipe/framework/packet_test.proto, mediapipe/framework/status_handler.proto, mediapipe/framework/stream_handler.proto, mediapipe/framework/stream_handler/default_input_stream_handler.proto, mediapipe/framework/stream_handler/fixed_size_input_stream_handler.proto, mediapipe/framework/stream_handler/sync_set_input_stream_handler.proto, mediapipe/framework/stream_handler/timestamp_align_input_stream_handler.proto, mediapipe/framework/test_calculators.proto, mediapipe/framework/testdata/night_light_calculator.proto, mediapipe/framework/testdata/proto3_options.proto, mediapipe/framework/testdata/resource_path.proto, mediapipe/framework/testdata/sky_light_calculator.proto, mediapipe/framework/testdata/sky_light_nested_calculator.proto, mediapipe/framework/testdata/zoo_mutation_calculator.proto, mediapipe/framework/testdata/zoo_mutator.proto, mediapipe/framework/thread_pool_executor.proto, mediapipe/framework/tool/calculator_graph_template.proto, mediapipe/framework/tool/field_data.proto, mediapipe/framework/tool/node_chain_subgraph.proto, mediapipe/framework/tool/packet_generator_wrapper_calculator.proto, mediapipe/framework/tool/source.proto, mediapipe/framework/tool/switch_container.proto, mediapipe/framework/tool/testdata/frozen_generator.proto, mediapipe/gpu/copy_calculator.proto, mediapipe/gpu/gl_animation_overlay_calculator.proto, mediapipe/gpu/gl_context_options.proto, mediapipe/gpu/gl_scaler_calculator.proto, mediapipe/gpu/gl_surface_sink_calculator.proto, mediapipe/gpu/gpu_origin.proto, mediapipe/gpu/scale_mode.proto, mediapipe/gpu/webgpu/webgpu_shader_calculator.proto, mediapipe/graphs/instant_motion_tracking/calculators/sticker_buffer.proto, mediapipe/graphs/iris_tracking/calculators/iris_to_depth_calculator.proto, mediapipe/graphs/iris_tracking/calculators/iris_to_render_data_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/annotations_to_model_matrices_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/annotations_to_render_data_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/model_matrix.proto, mediapipe/modules/face_detection/face_detection.proto, mediapipe/modules/face_geometry/effect_renderer_calculator.proto, mediapipe/modules/face_geometry/env_generator_calculator.proto, mediapipe/modules/face_geometry/geometry_pipeline_calculator.proto, mediapipe/modules/face_geometry/protos/environment.proto, mediapipe/modules/face_geometry/protos/face_geometry.proto, mediapipe/modules/face_geometry/protos/geometry_pipeline_metadata.proto, mediapipe/modules/face_geometry/protos/mesh_3d.proto, mediapipe/modules/holistic_landmark/calculators/roi_tracking_calculator.proto, mediapipe/modules/objectron/calculators/a_r_capture_metadata.proto, mediapipe/modules/objectron/calculators/annotation_data.proto, mediapipe/modules/objectron/calculators/belief_decoder_config.proto, mediapipe/modules/objectron/calculators/camera_parameters.proto, mediapipe/modules/objectron/calculators/filter_detection_calculator.proto, mediapipe/modules/objectron/calculators/frame_annotation_to_rect_calculator.proto, mediapipe/modules/objectron/calculators/frame_annotation_tracker_calculator.proto, mediapipe/modules/objectron/calculators/lift_2d_frame_annotation_to_3d_calculator.proto, mediapipe/modules/objectron/calculators/object.proto, mediapipe/modules/objectron/calculators/tensors_to_objects_calculator.proto, mediapipe/modules/objectron/calculators/tflite_tensors_to_objects_calculator.proto, mediapipe/tasks/cc/audio/audio_classifier/proto/audio_classifier_graph_options.proto, mediapipe/tasks/cc/components/calculators/classification_aggregation_calculator.proto, mediapipe/tasks/cc/components/calculators/score_calibration_calculator.proto, mediapipe/tasks/cc/components/calculators/tensors_to_embeddings_calculator.proto, mediapipe/tasks/cc/components/containers/proto/classifications.proto, mediapipe/tasks/cc/components/containers/proto/embeddings.proto, mediapipe/tasks/cc/components/containers/proto/landmarks_detection_result.proto, mediapipe/tasks/cc/components/processors/proto/classification_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/classifier_options.proto, mediapipe/tasks/cc/components/processors/proto/detection_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/detector_options.proto, mediapipe/tasks/cc/components/processors/proto/embedder_options.proto, mediapipe/tasks/cc/components/processors/proto/embedding_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/image_preprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/text_model_type.proto, mediapipe/tasks/cc/components/processors/proto/text_preprocessing_graph_options.proto, mediapipe/tasks/cc/core/proto/acceleration.proto, mediapipe/tasks/cc/core/proto/base_options.proto, mediapipe/tasks/cc/core/proto/external_file.proto, mediapipe/tasks/cc/core/proto/inference_subgraph.proto, mediapipe/tasks/cc/core/proto/model_resources_calculator.proto, mediapipe/tasks/cc/text/text_classifier/proto/text_classifier_graph_options.proto, mediapipe/tasks/cc/text/text_embedder/proto/text_embedder_graph_options.proto, mediapipe/tasks/cc/vision/face_detector/proto/face_detector_graph_options.proto, mediapipe/tasks/cc/vision/face_geometry/calculators/env_generator_calculator.proto, mediapipe/tasks/cc/vision/face_geometry/calculators/geometry_pipeline_calculator.proto, mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto, mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto, mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry_graph_options.proto, mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto, mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_blendshapes_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_landmarks_detector_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/tensors_to_face_landmarks_graph_options.proto, mediapipe/tasks/cc/vision/face_stylizer/calculators/tensors_to_image_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/calculators/combined_prediction_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/calculators/landmarks_to_matrix_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_classifier_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_embedder_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_recognizer_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/hand_gesture_recognizer_graph_options.proto, mediapipe/tasks/cc/vision/hand_detector/proto/hand_detector_graph_options.proto, mediapipe/tasks/cc/vision/hand_detector/proto/hand_detector_result.proto, mediapipe/tasks/cc/vision/hand_landmarker/calculators/hand_association_calculator.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_landmarks_detector_graph_options.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_roi_refinement_graph_options.proto, mediapipe/tasks/cc/vision/holistic_landmarker/proto/holistic_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/holistic_landmarker/proto/holistic_result.proto, mediapipe/tasks/cc/vision/image_classifier/proto/image_classifier_graph_options.proto, mediapipe/tasks/cc/vision/image_embedder/proto/image_embedder_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/diffuser/stable_diffusion_iterate_calculator.proto, mediapipe/tasks/cc/vision/image_generator/proto/conditioned_image_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/proto/control_plugin_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/proto/image_generator_graph_options.proto, mediapipe/tasks/cc/vision/image_segmenter/calculators/tensors_to_segmentation_calculator.proto, mediapipe/tasks/cc/vision/image_segmenter/proto/image_segmenter_graph_options.proto, mediapipe/tasks/cc/vision/image_segmenter/proto/segmenter_options.proto, mediapipe/tasks/cc/vision/interactive_segmenter/proto/stroke.proto, mediapipe/tasks/cc/vision/interactive_segmenter_legacy/proto/region_of_interest.proto, mediapipe/tasks/cc/vision/object_detector/proto/object_detector_options.proto, mediapipe/tasks/cc/vision/pose_detector/proto/pose_detector_graph_options.proto, mediapipe/tasks/cc/vision/pose_landmarker/proto/pose_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/pose_landmarker/proto/pose_landmarks_detector_graph_options.proto, mediapipe/tasks/java/com/google/mediapipe/tasks/genai/llminference/jni/proto/llm_options.proto, mediapipe/tasks/java/com/google/mediapipe/tasks/genai/llminference/jni/proto/llm_response_context.proto, mediapipe/tasks/metadata/bundle_manifest.proto, mediapipe/tasks/web/genai/llm_inference/proto/detokenizer_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_gpu_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_inference_graph_options.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_params.proto, mediapipe/tasks/web/genai/llm_inference/proto/prompt_template.proto, mediapipe/tasks/web/genai/llm_inference/proto/sampler_params.proto, mediapipe/tasks/web/genai/llm_inference/proto/tokenizer_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/transformer_params.proto, mediapipe/util/audio_decoder.proto, mediapipe/util/color.proto, mediapipe/util/label_map.proto, mediapipe/util/render_data.proto, mediapipe/util/tracking/box_detector.proto, mediapipe/util/tracking/box_tracker.proto, mediapipe/util/tracking/camera_motion.proto, mediapipe/util/tracking/flow_packager.proto, mediapipe/util/tracking/frame_selection.proto, mediapipe/util/tracking/frame_selection_solution_evaluator.proto, mediapipe/util/tracking/motion_analysis.proto, mediapipe/util/tracking/motion_estimation.proto, mediapipe/util/tracking/motion_models.proto, mediapipe/util/tracking/motion_saliency.proto, mediapipe/util/tracking/push_pull_filtering.proto, mediapipe/util/tracking/region_flow.proto, mediapipe/util/tracking/region_flow_computation.proto, mediapipe/util/tracking/tone_estimation.proto, mediapipe/util/tracking/tone_models.proto, mediapipe/util/tracking/tracked_detection_manager_config.proto, mediapipe/util/tracking/tracking.proto |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | mediapipe/calculators/audio/add_audio_header_calculator_options.proto, mediapipe/calculators/audio/mfcc_mel_calculators.proto, mediapipe/calculators/audio/rational_factor_resample_calculator.proto, mediapipe/calculators/audio/resample_time_series_calculator.proto, mediapipe/calculators/audio/spectrogram_calculator.proto, mediapipe/calculators/audio/stabilized_log_calculator.proto, mediapipe/calculators/audio/time_series_framer_calculator.proto, mediapipe/calculators/audio/two_tap_fir_filter_calculator.proto, mediapipe/calculators/core/bypass_calculator.proto, mediapipe/calculators/core/clip_vector_size_calculator.proto, mediapipe/calculators/core/concatenate_vector_calculator.proto, mediapipe/calculators/core/constant_side_packet_calculator.proto, mediapipe/calculators/core/dequantize_byte_array_calculator.proto, mediapipe/calculators/core/flow_limiter_calculator.proto, mediapipe/calculators/core/gate_calculator.proto, mediapipe/calculators/core/get_vector_item_calculator.proto, mediapipe/calculators/core/graph_profile_calculator.proto, mediapipe/calculators/core/immediate_mux_calculator.proto, mediapipe/calculators/core/packet_cloner_calculator.proto, mediapipe/calculators/core/packet_resampler_calculator.proto, mediapipe/calculators/core/packet_thinner_calculator.proto, mediapipe/calculators/core/quantize_float_vector_calculator.proto, mediapipe/calculators/core/sequence_shift_calculator.proto, mediapipe/calculators/core/split_vector_calculator.proto, mediapipe/calculators/image/bilateral_filter_calculator.proto, mediapipe/calculators/image/feature_detector_calculator.proto, mediapipe/calculators/image/image_clone_calculator.proto, mediapipe/calculators/image/image_cropping_calculator.proto, mediapipe/calculators/image/image_transformation_calculator.proto, mediapipe/calculators/image/mask_overlay_calculator.proto, mediapipe/calculators/image/opencv_encoded_image_to_image_frame_calculator.proto, mediapipe/calculators/image/opencv_image_encoder_calculator.proto, mediapipe/calculators/image/recolor_calculator.proto, mediapipe/calculators/image/rotation_mode.proto, mediapipe/calculators/image/scale_image_calculator.proto, mediapipe/calculators/image/segmentation_smoothing_calculator.proto, mediapipe/calculators/image/set_alpha_calculator.proto, mediapipe/calculators/image/warp_affine_calculator.proto, mediapipe/calculators/internal/callback_packet_calculator.proto, mediapipe/calculators/tensor/audio_to_tensor_calculator.proto, mediapipe/calculators/tensor/bert_preprocessor_calculator.proto, mediapipe/calculators/tensor/feedback_tensors_calculator.proto, mediapipe/calculators/tensor/image_to_tensor_calculator.proto, mediapipe/calculators/tensor/inference_calculator.proto, mediapipe/calculators/tensor/landmarks_to_tensor_calculator.proto, mediapipe/calculators/tensor/regex_preprocessor_calculator.proto, mediapipe/calculators/tensor/sentencepiece_preprocessor_calculator.proto, mediapipe/calculators/tensor/tensor_converter_calculator.proto, mediapipe/calculators/tensor/tensor_to_joints_calculator.proto, mediapipe/calculators/tensor/tensors_readback_calculator.proto, mediapipe/calculators/tensor/tensors_to_audio_calculator.proto, mediapipe/calculators/tensor/tensors_to_classification_calculator.proto, mediapipe/calculators/tensor/tensors_to_detections_calculator.proto, mediapipe/calculators/tensor/tensors_to_floats_calculator.proto, mediapipe/calculators/tensor/tensors_to_landmarks_calculator.proto, mediapipe/calculators/tensor/tensors_to_segmentation_calculator.proto, mediapipe/calculators/tensor/vector_to_tensor_calculator.proto, mediapipe/calculators/tensorflow/graph_tensors_packet_generator.proto, mediapipe/calculators/tensorflow/image_frame_to_tensor_calculator.proto, mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.proto, mediapipe/calculators/tensorflow/matrix_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/object_detection_tensors_to_detections_calculator.proto, mediapipe/calculators/tensorflow/pack_media_sequence_calculator.proto, mediapipe/calculators/tensorflow/tensor_squeeze_dimensions_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_image_frame_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_matrix_calculator.proto, mediapipe/calculators/tensorflow/tensor_to_vector_float_calculator_options.proto, mediapipe/calculators/tensorflow/tensor_to_vector_int_calculator_options.proto, mediapipe/calculators/tensorflow/tensor_to_vector_string_calculator_options.proto, mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_frozen_graph_generator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_calculator.proto, mediapipe/calculators/tensorflow/tensorflow_session_from_saved_model_generator.proto, mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.proto, mediapipe/calculators/tensorflow/vector_float_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/vector_int_to_tensor_calculator_options.proto, mediapipe/calculators/tensorflow/vector_string_to_tensor_calculator_options.proto, mediapipe/calculators/tflite/ssd_anchors_calculator.proto, mediapipe/calculators/tflite/tflite_converter_calculator.proto, mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.proto, mediapipe/calculators/tflite/tflite_inference_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_classification_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_detections_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_landmarks_calculator.proto, mediapipe/calculators/tflite/tflite_tensors_to_segmentation_calculator.proto, mediapipe/calculators/util/align_hand_to_pose_in_world_calculator.proto, mediapipe/calculators/util/annotation_overlay_calculator.proto, mediapipe/calculators/util/association_calculator.proto, mediapipe/calculators/util/collection_has_min_size_calculator.proto, mediapipe/calculators/util/combine_joints_calculator.proto, mediapipe/calculators/util/detection_label_id_to_text_calculator.proto, mediapipe/calculators/util/detections_to_rects_calculator.proto, mediapipe/calculators/util/detections_to_render_data_calculator.proto, mediapipe/calculators/util/face_to_rect_calculator.proto, mediapipe/calculators/util/filter_detections_calculator.proto, mediapipe/calculators/util/flat_color_image_calculator.proto, mediapipe/calculators/util/labels_to_render_data_calculator.proto, mediapipe/calculators/util/landmark_projection_calculator.proto, mediapipe/calculators/util/landmarks_refinement_calculator.proto, mediapipe/calculators/util/landmarks_smoothing_calculator.proto, mediapipe/calculators/util/landmarks_to_detection_calculator.proto, mediapipe/calculators/util/landmarks_to_floats_calculator.proto, mediapipe/calculators/util/landmarks_to_render_data_calculator.proto, mediapipe/calculators/util/landmarks_transformation_calculator.proto, mediapipe/calculators/util/latency.proto, mediapipe/calculators/util/local_file_contents_calculator.proto, mediapipe/calculators/util/logic_calculator.proto, mediapipe/calculators/util/non_max_suppression_calculator.proto, mediapipe/calculators/util/packet_frequency.proto, mediapipe/calculators/util/packet_frequency_calculator.proto, mediapipe/calculators/util/packet_latency_calculator.proto, mediapipe/calculators/util/rect_to_render_data_calculator.proto, mediapipe/calculators/util/rect_to_render_scale_calculator.proto, mediapipe/calculators/util/rect_transformation_calculator.proto, mediapipe/calculators/util/refine_landmarks_from_heatmap_calculator.proto, mediapipe/calculators/util/resource_provider_calculator.proto, mediapipe/calculators/util/set_joints_visibility_calculator.proto, mediapipe/calculators/util/thresholding_calculator.proto, mediapipe/calculators/util/timed_box_list_id_to_label_calculator.proto, mediapipe/calculators/util/timed_box_list_to_render_data_calculator.proto, mediapipe/calculators/util/top_k_scores_calculator.proto, mediapipe/calculators/util/visibility_copy_calculator.proto, mediapipe/calculators/util/visibility_smoothing_calculator.proto, mediapipe/calculators/video/box_detector_calculator.proto, mediapipe/calculators/video/box_tracker_calculator.proto, mediapipe/calculators/video/flow_packager_calculator.proto, mediapipe/calculators/video/flow_to_image_calculator.proto, mediapipe/calculators/video/motion_analysis_calculator.proto, mediapipe/calculators/video/opencv_video_encoder_calculator.proto, mediapipe/calculators/video/tool/flow_quantizer_model.proto, mediapipe/calculators/video/tracked_detection_manager_calculator.proto, mediapipe/calculators/video/video_pre_stream_calculator.proto, mediapipe/examples/desktop/autoflip/autoflip_messages.proto, mediapipe/examples/desktop/autoflip/calculators/border_detection_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/content_zooming_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/face_box_adjuster_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/face_to_region_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/localization_to_region_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/scene_cropping_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/shot_boundary_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/signal_fusing_calculator.proto, mediapipe/examples/desktop/autoflip/calculators/video_filtering_calculator.proto, mediapipe/examples/desktop/autoflip/quality/cropping.proto, mediapipe/examples/desktop/autoflip/quality/focus_point.proto, mediapipe/examples/desktop/autoflip/quality/kinematic_path_solver.proto, mediapipe/examples/desktop/autoflip/quality/visual_scorer.proto, mediapipe/framework/api2/node_test.proto, mediapipe/framework/api3/testing/bar.proto, mediapipe/framework/api3/testing/foo.proto, mediapipe/framework/api3/testing/generator.proto, mediapipe/framework/api3/testing/multiplier.proto, mediapipe/framework/calculator.proto, mediapipe/framework/calculator_contract_test.proto, mediapipe/framework/calculator_options.proto, mediapipe/framework/calculator_profile.proto, mediapipe/framework/deps/proto_descriptor.proto, mediapipe/framework/formats/affine_transform_data.proto, mediapipe/framework/formats/annotation/locus.proto, mediapipe/framework/formats/annotation/rasterization.proto, mediapipe/framework/formats/body_rig.proto, mediapipe/framework/formats/classification.proto, mediapipe/framework/formats/detection.proto, mediapipe/framework/formats/image_file_properties.proto, mediapipe/framework/formats/image_format.proto, mediapipe/framework/formats/landmark.proto, mediapipe/framework/formats/location_data.proto, mediapipe/framework/formats/matrix_data.proto, mediapipe/framework/formats/motion/optical_flow_field_data.proto, mediapipe/framework/formats/object_detection/anchor.proto, mediapipe/framework/formats/rect.proto, mediapipe/framework/formats/time_series_header.proto, mediapipe/framework/graph_runtime_info.proto, mediapipe/framework/mediapipe_options.proto, mediapipe/framework/packet_factory.proto, mediapipe/framework/packet_generator.proto, mediapipe/framework/packet_test.proto, mediapipe/framework/status_handler.proto, mediapipe/framework/stream_handler.proto, mediapipe/framework/stream_handler/default_input_stream_handler.proto, mediapipe/framework/stream_handler/fixed_size_input_stream_handler.proto, mediapipe/framework/stream_handler/sync_set_input_stream_handler.proto, mediapipe/framework/stream_handler/timestamp_align_input_stream_handler.proto, mediapipe/framework/test_calculators.proto, mediapipe/framework/testdata/night_light_calculator.proto, mediapipe/framework/testdata/proto3_options.proto, mediapipe/framework/testdata/resource_path.proto, mediapipe/framework/testdata/sky_light_calculator.proto, mediapipe/framework/testdata/sky_light_nested_calculator.proto, mediapipe/framework/testdata/zoo_mutation_calculator.proto, mediapipe/framework/testdata/zoo_mutator.proto, mediapipe/framework/thread_pool_executor.proto, mediapipe/framework/tool/calculator_graph_template.proto, mediapipe/framework/tool/field_data.proto, mediapipe/framework/tool/node_chain_subgraph.proto, mediapipe/framework/tool/packet_generator_wrapper_calculator.proto, mediapipe/framework/tool/source.proto, mediapipe/framework/tool/switch_container.proto, mediapipe/framework/tool/testdata/frozen_generator.proto, mediapipe/gpu/copy_calculator.proto, mediapipe/gpu/gl_animation_overlay_calculator.proto, mediapipe/gpu/gl_context_options.proto, mediapipe/gpu/gl_scaler_calculator.proto, mediapipe/gpu/gl_surface_sink_calculator.proto, mediapipe/gpu/gpu_origin.proto, mediapipe/gpu/scale_mode.proto, mediapipe/gpu/webgpu/webgpu_shader_calculator.proto, mediapipe/graphs/instant_motion_tracking/calculators/sticker_buffer.proto, mediapipe/graphs/iris_tracking/calculators/iris_to_depth_calculator.proto, mediapipe/graphs/iris_tracking/calculators/iris_to_render_data_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/annotations_to_model_matrices_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/annotations_to_render_data_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.proto, mediapipe/graphs/object_detection_3d/calculators/model_matrix.proto, mediapipe/modules/face_detection/face_detection.proto, mediapipe/modules/face_geometry/effect_renderer_calculator.proto, mediapipe/modules/face_geometry/env_generator_calculator.proto, mediapipe/modules/face_geometry/geometry_pipeline_calculator.proto, mediapipe/modules/face_geometry/protos/environment.proto, mediapipe/modules/face_geometry/protos/face_geometry.proto, mediapipe/modules/face_geometry/protos/geometry_pipeline_metadata.proto, mediapipe/modules/face_geometry/protos/mesh_3d.proto, mediapipe/modules/holistic_landmark/calculators/roi_tracking_calculator.proto, mediapipe/modules/objectron/calculators/a_r_capture_metadata.proto, mediapipe/modules/objectron/calculators/annotation_data.proto, mediapipe/modules/objectron/calculators/belief_decoder_config.proto, mediapipe/modules/objectron/calculators/camera_parameters.proto, mediapipe/modules/objectron/calculators/filter_detection_calculator.proto, mediapipe/modules/objectron/calculators/frame_annotation_to_rect_calculator.proto, mediapipe/modules/objectron/calculators/frame_annotation_tracker_calculator.proto, mediapipe/modules/objectron/calculators/lift_2d_frame_annotation_to_3d_calculator.proto, mediapipe/modules/objectron/calculators/object.proto, mediapipe/modules/objectron/calculators/tensors_to_objects_calculator.proto, mediapipe/modules/objectron/calculators/tflite_tensors_to_objects_calculator.proto, mediapipe/tasks/cc/audio/audio_classifier/proto/audio_classifier_graph_options.proto, mediapipe/tasks/cc/components/calculators/classification_aggregation_calculator.proto, mediapipe/tasks/cc/components/calculators/score_calibration_calculator.proto, mediapipe/tasks/cc/components/calculators/tensors_to_embeddings_calculator.proto, mediapipe/tasks/cc/components/containers/proto/classifications.proto, mediapipe/tasks/cc/components/containers/proto/embeddings.proto, mediapipe/tasks/cc/components/containers/proto/landmarks_detection_result.proto, mediapipe/tasks/cc/components/processors/proto/classification_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/classifier_options.proto, mediapipe/tasks/cc/components/processors/proto/detection_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/detector_options.proto, mediapipe/tasks/cc/components/processors/proto/embedder_options.proto, mediapipe/tasks/cc/components/processors/proto/embedding_postprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/image_preprocessing_graph_options.proto, mediapipe/tasks/cc/components/processors/proto/text_model_type.proto, mediapipe/tasks/cc/components/processors/proto/text_preprocessing_graph_options.proto, mediapipe/tasks/cc/core/proto/acceleration.proto, mediapipe/tasks/cc/core/proto/base_options.proto, mediapipe/tasks/cc/core/proto/external_file.proto, mediapipe/tasks/cc/core/proto/inference_subgraph.proto, mediapipe/tasks/cc/core/proto/model_resources_calculator.proto, mediapipe/tasks/cc/text/text_classifier/proto/text_classifier_graph_options.proto, mediapipe/tasks/cc/text/text_embedder/proto/text_embedder_graph_options.proto, mediapipe/tasks/cc/vision/face_detector/proto/face_detector_graph_options.proto, mediapipe/tasks/cc/vision/face_geometry/calculators/env_generator_calculator.proto, mediapipe/tasks/cc/vision/face_geometry/calculators/geometry_pipeline_calculator.proto, mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto, mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto, mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry_graph_options.proto, mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto, mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_blendshapes_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/face_landmarks_detector_graph_options.proto, mediapipe/tasks/cc/vision/face_landmarker/proto/tensors_to_face_landmarks_graph_options.proto, mediapipe/tasks/cc/vision/face_stylizer/calculators/tensors_to_image_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/calculators/combined_prediction_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/calculators/landmarks_to_matrix_calculator.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_classifier_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_embedder_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_recognizer_graph_options.proto, mediapipe/tasks/cc/vision/gesture_recognizer/proto/hand_gesture_recognizer_graph_options.proto, mediapipe/tasks/cc/vision/hand_detector/proto/hand_detector_graph_options.proto, mediapipe/tasks/cc/vision/hand_detector/proto/hand_detector_result.proto, mediapipe/tasks/cc/vision/hand_landmarker/calculators/hand_association_calculator.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_landmarks_detector_graph_options.proto, mediapipe/tasks/cc/vision/hand_landmarker/proto/hand_roi_refinement_graph_options.proto, mediapipe/tasks/cc/vision/holistic_landmarker/proto/holistic_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/holistic_landmarker/proto/holistic_result.proto, mediapipe/tasks/cc/vision/image_classifier/proto/image_classifier_graph_options.proto, mediapipe/tasks/cc/vision/image_embedder/proto/image_embedder_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/diffuser/stable_diffusion_iterate_calculator.proto, mediapipe/tasks/cc/vision/image_generator/proto/conditioned_image_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/proto/control_plugin_graph_options.proto, mediapipe/tasks/cc/vision/image_generator/proto/image_generator_graph_options.proto, mediapipe/tasks/cc/vision/image_segmenter/calculators/tensors_to_segmentation_calculator.proto, mediapipe/tasks/cc/vision/image_segmenter/proto/image_segmenter_graph_options.proto, mediapipe/tasks/cc/vision/image_segmenter/proto/segmenter_options.proto, mediapipe/tasks/cc/vision/interactive_segmenter/proto/stroke.proto, mediapipe/tasks/cc/vision/interactive_segmenter_legacy/proto/region_of_interest.proto, mediapipe/tasks/cc/vision/object_detector/proto/object_detector_options.proto, mediapipe/tasks/cc/vision/pose_detector/proto/pose_detector_graph_options.proto, mediapipe/tasks/cc/vision/pose_landmarker/proto/pose_landmarker_graph_options.proto, mediapipe/tasks/cc/vision/pose_landmarker/proto/pose_landmarks_detector_graph_options.proto, mediapipe/tasks/java/com/google/mediapipe/tasks/genai/llminference/jni/proto/llm_options.proto, mediapipe/tasks/java/com/google/mediapipe/tasks/genai/llminference/jni/proto/llm_response_context.proto, mediapipe/tasks/metadata/bundle_manifest.proto, mediapipe/tasks/web/genai/llm_inference/proto/detokenizer_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_gpu_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_inference_graph_options.proto, mediapipe/tasks/web/genai/llm_inference/proto/llm_params.proto, mediapipe/tasks/web/genai/llm_inference/proto/prompt_template.proto, mediapipe/tasks/web/genai/llm_inference/proto/sampler_params.proto, mediapipe/tasks/web/genai/llm_inference/proto/tokenizer_calculator.proto, mediapipe/tasks/web/genai/llm_inference/proto/transformer_params.proto, mediapipe/util/audio_decoder.proto, mediapipe/util/color.proto, mediapipe/util/label_map.proto, mediapipe/util/render_data.proto, mediapipe/util/tracking/box_detector.proto, mediapipe/util/tracking/box_tracker.proto, mediapipe/util/tracking/camera_motion.proto, mediapipe/util/tracking/flow_packager.proto, mediapipe/util/tracking/frame_selection.proto, mediapipe/util/tracking/frame_selection_solution_evaluator.proto, mediapipe/util/tracking/motion_analysis.proto, mediapipe/util/tracking/motion_estimation.proto, mediapipe/util/tracking/motion_models.proto, mediapipe/util/tracking/motion_saliency.proto, mediapipe/util/tracking/push_pull_filtering.proto, mediapipe/util/tracking/region_flow.proto, mediapipe/util/tracking/region_flow_computation.proto, mediapipe/util/tracking/tone_estimation.proto, mediapipe/util/tracking/tone_models.proto, mediapipe/util/tracking/tracked_detection_manager_config.proto, mediapipe/util/tracking/tracking.proto |
Key facts
36,470GitHub stars
100contributors
726commits, last 12 months
0days since last push
67releases
2bus factor
361open issues
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More detail
Star and fork history 0 ★ / 6,099 ⇿
0Stars
6,099Forks
8Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 1Minor 0Patch 7
Each point covers 2 days.
All dependencies 310
Full resolved dependency set from the GitHub dependency graph: 0 direct and 310 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @babel/helper-string-parser | 7.27.1 | indirect |
| npm | @babel/helper-validator-identifier | 7.28.5 | indirect |
| npm | @babel/parser | 7.29.3 | indirect |
| npm | @babel/types | 7.29.0 | indirect |
| npm | @isaacs/cliui | 8.0.2 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/source-map | 0.3.11 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @jsdoc/salty | 0.2.12 | indirect |
| npm | @pkgjs/parseargs | 0.11.0 | indirect |
| npm | @protobufjs/aspromise | 1.1.2 | indirect |
| npm | @protobufjs/base64 | 1.1.2 | indirect |
| npm | @protobufjs/codegen | 2.0.5 | indirect |
| npm | @protobufjs/eventemitter | 1.1.0 | indirect |
| npm | @protobufjs/fetch | 1.1.0 | indirect |
| npm | @protobufjs/float | 1.0.2 | indirect |
| npm | @protobufjs/inquire | 1.1.1 | indirect |
| npm | @protobufjs/path | 1.1.2 | indirect |
| npm | @protobufjs/pool | 1.1.0 | indirect |
| npm | @protobufjs/utf8 | 1.1.1 | indirect |
| npm | @rollup/plugin-commonjs | 25.0.8 | indirect |
| npm | @rollup/plugin-node-resolve | 15.3.1 | indirect |
| npm | @rollup/plugin-terser | 0.4.4 | indirect |
| npm | @rollup/pluginutils | 5.3.0 | indirect |
| npm | @rollup/rollup-android-arm-eabi | 4.60.0 | indirect |
| npm | @rollup/rollup-android-arm64 | 4.60.0 | indirect |
| npm | @rollup/rollup-darwin-arm64 | 4.60.0 | indirect |
| npm | @rollup/rollup-darwin-x64 | 4.60.0 | indirect |
| npm | @rollup/rollup-freebsd-arm64 | 4.60.0 | indirect |
| npm | @rollup/rollup-freebsd-x64 | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-arm-gnueabihf | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-arm-musleabihf | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-arm64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-arm64-musl | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-loong64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-loong64-musl | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-ppc64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-ppc64-musl | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-riscv64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-riscv64-musl | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-s390x-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-x64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-linux-x64-musl | 4.60.0 | indirect |
| npm | @rollup/rollup-openbsd-x64 | 4.60.0 | indirect |
| npm | @rollup/rollup-openharmony-arm64 | 4.60.0 | indirect |
| npm | @rollup/rollup-win32-arm64-msvc | 4.60.0 | indirect |
| npm | @rollup/rollup-win32-ia32-msvc | 4.60.0 | indirect |
| npm | @rollup/rollup-win32-x64-gnu | 4.60.0 | indirect |
| npm | @rollup/rollup-win32-x64-msvc | 4.60.0 | indirect |
| npm | @types/estree | 1.0.8 | indirect |
| npm | @types/google-protobuf | 3.15.12 | indirect |
| npm | @types/jasmine | 5.1.15 | indirect |
| npm | @types/linkify-it | 5.0.0 | indirect |
| npm | @types/markdown-it | 14.1.2 | indirect |
| npm | @types/mdurl | 2.0.0 | indirect |
| npm | @types/node | 20.19.39 | indirect |
| npm | @types/offscreencanvas | 2019.7.3 | indirect |
| npm | @types/resolve | 1.20.2 | indirect |
| npm | @webgpu/types | 0.1.69 | indirect |
| npm | @xmldom/xmldom | 0.8.13 | indirect |
| npm | acorn | 8.16.0 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | ansi-regex | 5.0.1 | indirect |
| npm | ansi-regex | 6.2.2 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | ansi-styles | 6.2.3 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | bluebird | 3.7.2 | indirect |
| npm | brace-expansion | 2.1.0 | indirect |
| npm | buffer-from | 1.1.2 | indirect |
| npm | catharsis | 0.9.0 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | commander | 2.20.3 | indirect |
| npm | commondir | 1.0.1 | indirect |
| npm | cross-spawn | 7.0.6 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | deepmerge | 4.3.1 | indirect |
| npm | eastasianwidth | 0.2.0 | indirect |
| npm | emoji-regex | 8.0.0 | indirect |
| npm | emoji-regex | 9.2.2 | indirect |
| npm | entities | 4.5.0 | indirect |
| npm | es-errors | 1.3.0 | indirect |
| npm | escape-string-regexp | 2.0.0 | indirect |
| npm | escodegen | 1.14.3 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | espree | 9.6.1 | indirect |
| npm | esprima | 4.0.1 | indirect |
| npm | estraverse | 4.3.0 | indirect |
| npm | estraverse | 5.3.0 | indirect |
| npm | estree-walker | 2.0.2 | indirect |
| npm | esutils | 2.0.3 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | foreground-child | 3.3.1 | indirect |
| npm | fs.realpath | 1.0.0 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | function-bind | 1.1.2 | indirect |
| npm | glob | 10.5.0 | indirect |
| npm | glob | 8.1.0 | indirect |
| npm | google-protobuf | 3.20.1 | indirect |
| npm | google-protobuf | 4.0.2 | indirect |
| npm | graceful-fs | 4.2.11 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | hasown | 2.0.3 | indirect |
| npm | inflight | 1.0.6 | indirect |
| npm | inherits | 2.0.4 | indirect |
| npm | is-core-module | 2.16.1 | indirect |
| npm | is-fullwidth-code-point | 3.0.0 | indirect |
| npm | is-module | 1.0.0 | indirect |
| npm | is-reference | 1.2.1 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | jackspeak | 3.4.3 | indirect |
| npm | jasmine | 5.13.0 | indirect |
| npm | jasmine-core | 5.13.0 | indirect |
| npm | jasmine-reporters | 2.5.2 | indirect |
| npm | js2xmlparser | 4.0.2 | indirect |
| npm | jsdoc | 4.0.5 | indirect |
| npm | klaw | 3.0.0 | indirect |
| npm | levn | 0.3.0 | indirect |
| npm | linkify-it | 5.0.0 | indirect |
| npm | lodash | 4.18.1 | indirect |
| npm | long | 5.3.2 | indirect |
| npm | lru-cache | 10.4.3 | indirect |
| npm | magic-string | 0.30.21 | indirect |
| npm | markdown-it | 14.1.1 | indirect |
| npm | markdown-it-anchor | 8.6.7 | indirect |
| npm | marked | 4.3.0 | indirect |
| npm | mdurl | 2.0.0 | indirect |
| npm | minimatch | 5.1.9 | indirect |
| npm | minimatch | 9.0.9 | indirect |
| npm | minimist | 1.2.8 | indirect |
| npm | minipass | 7.1.3 | indirect |
| npm | mkdirp | 1.0.4 | indirect |
| npm | once | 1.4.0 | indirect |
| npm | optionator | 0.8.3 | indirect |
| npm | package-json-from-dist | 1.0.1 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | path-parse | 1.0.7 | indirect |
| npm | path-scurry | 1.11.1 | indirect |
| npm | picomatch | 4.0.4 | indirect |
| npm | prelude-ls | 1.1.2 | indirect |
| npm | protobufjs | 7.5.6 | indirect |
| npm | protobufjs-cli | 1.2.2 | indirect |
| npm | punycode.js | 2.3.1 | indirect |
| npm | randombytes | 2.1.0 | indirect |
| npm | requizzle | 0.2.4 | indirect |
| npm | resolve | 1.22.12 | indirect |
| npm | rollup | 4.60.0 | indirect |
| npm | safe-buffer | 5.2.1 | indirect |
| npm | semver | 7.7.4 | indirect |
| npm | serialize-javascript | 6.0.2 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | signal-exit | 4.1.0 | indirect |
| npm | smob | 1.6.1 | indirect |
| npm | source-map | 0.6.1 | indirect |
| npm | source-map-support | 0.5.21 | indirect |
| npm | string-width | 4.2.3 | indirect |
| npm | string-width | 5.1.2 | indirect |
| npm | strip-ansi | 6.0.1 | indirect |
| npm | strip-ansi | 7.2.0 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | supports-preserve-symlinks-flag | 1.0.0 | indirect |
| npm | terser | 5.46.2 | indirect |
| npm | tmp | 0.2.5 | indirect |
| npm | ts-protoc-gen | 0.15.0 | indirect |
| npm | type-check | 0.3.2 | indirect |
| npm | typescript | 5.3.3 | indirect |
| npm | uc.micro | 2.1.0 | indirect |
| npm | uglify-js | 3.19.3 | indirect |
| npm | underscore | 1.13.8 | indirect |
| npm | undici-types | 6.21.0 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | word-wrap | 1.2.5 | indirect |
| npm | wrap-ansi | 7.0.0 | indirect |
| npm | wrap-ansi | 8.1.0 | indirect |
| npm | wrappy | 1.0.2 | indirect |
| npm | xmlcreate | 2.0.4 | indirect |
| PyPI | absl-py | — | indirect |
| PyPI | absl-py | 1.4.0 | indirect |
| PyPI | absl-py | 2.1.0 | indirect |
| PyPI | array-record | 0.5.1 | indirect |
| PyPI | astunparse | 1.6.3 | indirect |
| PyPI | attrs | 24.2.0 | indirect |
| PyPI | bleach | 6.1.0 | indirect |
| PyPI | cachetools | 5.5.0 | indirect |
| PyPI | certifi | — | indirect |
| PyPI | certifi | 2024.8.30 | indirect |
| PyPI | cffi | 1.17.1 | indirect |
| PyPI | charset-normalizer | 3.3.2 | indirect |
| PyPI | click | 8.1.7 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | contourpy | 1.3.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | cython | 3.0.11 | indirect |
| PyPI | dm-tree | 0.1.8 | indirect |
| PyPI | flatbuffers | 24.3.25 | indirect |
| PyPI | fonttools | 4.54.1 | indirect |
| PyPI | fsspec | 2024.9.0 | indirect |
| PyPI | gast | 0.6.0 | indirect |
| PyPI | gin-config | 0.5.0 | indirect |
| PyPI | google-api-core | 2.20.0 | indirect |
| PyPI | google-api-python-client | 2.147.0 | indirect |
| PyPI | google-auth | 2.35.0 | indirect |
| PyPI | google-auth-httplib2 | 0.2.0 | indirect |
| PyPI | google-auth-oauthlib | 1.2.1 | indirect |
| PyPI | google-pasta | 0.2.0 | indirect |
| PyPI | googleapis-common-protos | 1.65.0 | indirect |
| PyPI | grpcio | 1.66.2 | indirect |
| PyPI | h5py | 3.12.1 | indirect |
| PyPI | httplib2 | 0.22.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | immutabledict | 4.2.0 | indirect |
| PyPI | importlib-metadata | 8.5.0 | indirect |
| PyPI | importlib-resources | 6.4.5 | indirect |
| PyPI | jax | 0.4.30 | indirect |
| PyPI | jaxlib | 0.4.30 | indirect |
| PyPI | joblib | 1.4.2 | indirect |
| PyPI | kaggle | 1.6.17 | indirect |
| PyPI | keras | 2.15.0 | indirect |
| PyPI | kiwisolver | 1.4.7 | indirect |
| PyPI | libclang | 18.1.1 | indirect |
| PyPI | lxml | 5.3.0 | indirect |
| PyPI | markdown | 3.7 | indirect |
| PyPI | markupsafe | 2.1.5 | indirect |
| PyPI | matplotlib | 3.9.2 | indirect |
| PyPI | mediapipe | — | indirect |
| PyPI | ml-dtypes | 0.3.2 | indirect |
| PyPI | ml-dtypes | 0.5.0 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpy | 1.26.4 | indirect |
| PyPI | oauth2client | 4.1.3 | indirect |
| PyPI | oauthlib | 3.2.2 | indirect |
| PyPI | opencv-contrib-python | 4.10.0.84 | indirect |
| PyPI | opencv-python | — | indirect |
| PyPI | opencv-python | 4.10.0.84 | indirect |
| PyPI | opencv-python-headless | 4.10.0.84 | indirect |
| PyPI | opt-einsum | 3.4.0 | indirect |
| PyPI | packaging | 24.1 | indirect |
| PyPI | pandas | 2.2.3 | indirect |
| PyPI | pillow | 10.4.0 | indirect |
| PyPI | portalocker | 2.10.1 | indirect |
| PyPI | promise | 2.3 | indirect |
| PyPI | proto-plus | 1.24.0 | indirect |
| PyPI | protobuf | 4.25.5 | indirect |
| PyPI | psutil | 6.0.0 | indirect |
| PyPI | py-cpuinfo | 9.0.0 | indirect |
| PyPI | pyasn1 | 0.6.1 | indirect |
| PyPI | pyasn1-modules | 0.4.1 | indirect |
| PyPI | pycocotools | 2.0.8 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pyparsing | 3.1.4 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-slugify | 8.0.4 | indirect |
| PyPI | pytz | 2024.2 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | regex | 2024.9.11 | indirect |
| PyPI | requests | 2.32.3 | indirect |
| PyPI | requests-oauthlib | 2.0.0 | indirect |
| PyPI | rsa | 4.9 | indirect |
| PyPI | sacrebleu | 2.4.3 | indirect |
| PyPI | scikit-learn | 1.5.2 | indirect |
| PyPI | scipy | 1.13.1 | indirect |
| PyPI | sentencepiece | 0.2.0 | indirect |
| PyPI | seqeval | 1.2.2 | indirect |
| PyPI | setuptools | 70.3.0 | indirect |
| PyPI | six | 1.16.0 | indirect |
| PyPI | sounddevice | 0.5.0 | indirect |
| PyPI | tabulate | 0.9.0 | indirect |
| PyPI | tensorboard | 2.15.2 | indirect |
| PyPI | tensorboard-data-server | 0.7.2 | indirect |
| PyPI | tensorflow | — | indirect |
| PyPI | tensorflow | 2.15.1 | indirect |
| PyPI | tensorflow-addons | — | indirect |
| PyPI | tensorflow-addons | 0.23.0 | indirect |
| PyPI | tensorflow-datasets | — | indirect |
| PyPI | tensorflow-datasets | 4.9.3 | indirect |
| PyPI | tensorflow-estimator | 2.15.0 | indirect |
| PyPI | tensorflow-hub | — | indirect |
| PyPI | tensorflow-hub | 0.16.1 | indirect |
| PyPI | tensorflow-io-gcs-filesystem | 0.37.1 | indirect |
| PyPI | tensorflow-metadata | 1.16.0 | indirect |
| PyPI | tensorflow-model-optimization | — | indirect |
| PyPI | tensorflow-model-optimization | 0.7.5 | indirect |
| PyPI | tensorflow-text | — | indirect |
| PyPI | tensorflow-text | 2.15.0 | indirect |
| PyPI | termcolor | 2.4.0 | indirect |
| PyPI | text-unidecode | 1.3 | indirect |
| PyPI | tf-keras | 2.15.1 | indirect |
| PyPI | tf-models-official | — | indirect |
| PyPI | tf-models-official | 2.15.0 | indirect |
| PyPI | tf-slim | 1.1.0 | indirect |
| PyPI | threadpoolctl | 3.5.0 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tqdm | 4.66.5 | indirect |
| PyPI | typeguard | 2.13.3 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | tzdata | 2024.2 | indirect |
| PyPI | uritemplate | 4.1.1 | indirect |
| PyPI | urllib3 | 2.2.3 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | werkzeug | 3.0.4 | indirect |
| PyPI | wheel | 0.44.0 | indirect |
| PyPI | wrapt | 1.14.1 | indirect |
| PyPI | zipp | 3.20.2 | indirect |
Dependency advisories 0
Installing pypi:mediapipe@1.0.0 pulls in 18 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.31.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.