公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-15 02:38 UTC

google / mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

C++Apache-2.0★ 36,106 星标⑂ 6,057 复刻始于 2019年6月在 GitHub 上查看 ↗

google/mediapipe 的健康指数为 100 分中的 80 分,处于「良好」区间。 其得分最高的类别是Vitality(96/100),最低的是Security(49/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

80
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

80
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

4,037 关注者14 个公开仓库始于 2023年11月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPImediapipe0.10.352,823,5581778 天前mediapipe

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

96优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
33.9/36提交节奏 — 52 周中有 49 周有提交
18/18提交量 — 最近一年 756 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year756
human_commit_share
days_since_last_push0
active_weeks_last_year49

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 66 个发布版本
36/36发布时效 — 最近一次发布版本于 77 天前
19.8/27发布节奏 — 约每 59.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count66
latest_release_tagv0.10.35
releases_from_tags
days_since_latest_release77
mean_days_between_releases59.6
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

90优秀 · 占总体的 18%
评分方式
60/60星标 — 36,106 个星标
25/25复刻 — 6,057 个复刻
15/15关注者 — 529 位关注者
所用输入
forks6,057
stars36,106
watchers529
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
80/80月度下载量 — pypi 合计每月 2,823,558 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesmediapipe
dependents
ecosystemspypi
total_downloads
monthly_downloads2,823,558
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

81良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
15.8/22.5提交分布 — 头号贡献者编写了 30% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 13 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled100
top_contributor_share0.298
评分方式
0/46.8议题解决 — 没有议题或无数据
0/38.3PR 接受 — 没有已裁定的拉取请求或无数据
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs
open_issues
closed_issues
issue_closed_ratio
closed_unmerged_prs
已排除计分(无数据或不适用):议题解决, PR 接受。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — google-ai-edge 有 4,037 位关注者
13.9/25既往记录 — 14 个公开仓库,账户约 2 年
所用输入
followers4,037
owner_typeOrganization
is_verified
owner_logingoogle-ai-edge
public_repos14
account_age_days974
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 78 天前
20/20版本历史 — 17 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesmediapipe
ecosystemspypi
any_deprecated
min_days_since_publish78

工程质量

基础的工程与文档实践是否到位?

76良好 · 占总体的 20%

工程实践

60中等
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://ai.google.dev/edge/mediapipe
10/10仓库描述
10/10主题标签 — 17 个主题标签
10/10Wiki
所用输入
topicsandroid, audio-processing, c-plus-plus, calculator, computer-vision, deep-learning, framework, graph-based, graph-framework, inference, machine-learning, mediapipe, mobile-development, perception, pipeline-framework, stream-processing, video-processing
has_wiki
homepagehttps://ai.google.dev/edge/mediapipe
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

49存在风险 · 占总体的 16%

安全态势

49存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 13 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 54 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.9
已排除计分(无数据或不适用):ci_tests, packaging, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

57中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — docs/Makefile, mediapipe/examples/coral/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile, mediapipe/examples/coral/Makefile
has_devcontainer
has_linter_config
typecheck_configstsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
45/45可类型检查的代码 — C++(静态类型)
54.7/55可控的文件大小 — 采样的 2,990 个源文件中有 14 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes224,075
source_files_sampled2,990
oversized_source_files14
评分方式
40/40API 模式(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/gecko_preprocessor_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/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
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_filesmediapipe/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/gecko_preprocessor_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/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

关键数据

36,106GitHub 星标
100贡献者
756最近 12 个月提交数
0距最近推送天数
66发布版本数
2巴士系数(bus factor)
-开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • Some issue/PR counts unavailable (search API limit); rerun later
  • Could not fetch npm package 'medipipe-dev' from its registry

更多细节

OpenSSF Scorecard 4.9 / 10
4.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-15 02:35 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 13 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities54 existing vulnerabilities detected
全部依赖 310

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 310 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
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npm@babel/helper-validator-identifier7.28.5间接
npm@babel/parser7.29.3间接
npm@babel/types7.29.0间接
npm@isaacs/cliui8.0.2间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/source-map0.3.11间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.31间接
npm@jsdoc/salty0.2.12间接
npm@pkgjs/parseargs0.11.0间接
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npm@protobufjs/codegen2.0.5间接
npm@protobufjs/eventemitter1.1.0间接
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npm@rollup/pluginutils5.3.0间接
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npm@rollup/rollup-android-arm644.60.0间接
npm@rollup/rollup-darwin-arm644.60.0间接
npm@rollup/rollup-darwin-x644.60.0间接
npm@rollup/rollup-freebsd-arm644.60.0间接
npm@rollup/rollup-freebsd-x644.60.0间接
npm@rollup/rollup-linux-arm-gnueabihf4.60.0间接
npm@rollup/rollup-linux-arm-musleabihf4.60.0间接
npm@rollup/rollup-linux-arm64-gnu4.60.0间接
npm@rollup/rollup-linux-arm64-musl4.60.0间接
npm@rollup/rollup-linux-loong64-gnu4.60.0间接
npm@rollup/rollup-linux-loong64-musl4.60.0间接
npm@rollup/rollup-linux-ppc64-gnu4.60.0间接
npm@rollup/rollup-linux-ppc64-musl4.60.0间接
npm@rollup/rollup-linux-riscv64-gnu4.60.0间接
npm@rollup/rollup-linux-riscv64-musl4.60.0间接
npm@rollup/rollup-linux-s390x-gnu4.60.0间接
npm@rollup/rollup-linux-x64-gnu4.60.0间接
npm@rollup/rollup-linux-x64-musl4.60.0间接
npm@rollup/rollup-openbsd-x644.60.0间接
npm@rollup/rollup-openharmony-arm644.60.0间接
npm@rollup/rollup-win32-arm64-msvc4.60.0间接
npm@rollup/rollup-win32-ia32-msvc4.60.0间接
npm@rollup/rollup-win32-x64-gnu4.60.0间接
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                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "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": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "forks": 6057,
              "stars": 36106,
              "watchers": 529,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "36,106 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 36106
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "6,057 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 6057
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "529 watchers",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 529
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "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": 100,
            "inputs": {
              "packages": [
                "mediapipe"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2823558
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,823,558 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2823558,
                      "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": 81,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 100,
              "top_contributor_share": 0.298
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 30% of commits",
                "points": 15.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 30
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "merged_prs": null,
              "open_issues": null,
              "closed_issues": null,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 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": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "followers": 4037,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "google-ai-edge",
              "public_repos": 14,
              "account_age_days": 974
            },
            "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": "4,037 followers of google-ai-edge",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 4037,
                      "login": "google-ai-edge"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "14 public repos, account ~2 yr old",
                "points": 13.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 14
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mediapipe"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 78
            },
            "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 78 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 78
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "17 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "android",
                "audio-processing",
                "c-plus-plus",
                "calculator",
                "computer-vision",
                "deep-learning",
                "framework",
                "graph-based",
                "graph-framework",
                "inference",
                "machine-learning",
                "mediapipe",
                "mobile-development",
                "perception",
                "pipeline-framework",
                "stream-processing",
                "video-processing"
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              "has_wiki": true,
              "homepage": "https://ai.google.dev/edge/mediapipe",
              "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://ai.google.dev/edge/mediapipe",
                "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": "17 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 13 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 5 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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "54 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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,
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                "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",
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                "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",
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                "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",
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                "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",
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                "mediapipe/tasks/java/com/google/mediapipe/tasks/genai/llminference/jni/proto/llm_options.proto",
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                "mediapipe/util/tracking/motion_analysis.proto",
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                "mediapipe/util/tracking/motion_saliency.proto",
                "mediapipe/util/tracking/push_pull_filtering.proto",
                "mediapipe/util/tracking/region_flow.proto",
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                "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"
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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, 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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"
                    }
                  }
                ],
                "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Some issue/PR counts unavailable (search API limit); rerun later",
    "Could not fetch npm package 'medipipe-dev' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T02:38:37.369787Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/google/mediapipe.svg",
  "full_name": "google/mediapipe",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.11.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.