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Informe de salud del softwareesquema 0.11.0 · métricas 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 estrellas⑂ 6057 forksdesde jun 2019Ver en GitHub ↗

google/mediapipe tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (96/100) y la más baja, Security (49/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

80
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

80
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

google-ai-edgeOrganización
4037 seguidores14 repositorios públicosdesde nov 2023

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPImediapipe0.10.352.823.55817hace 78 díasmediapipe

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

96Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
33.9/36Cadencia de commits — 49/52 semanas con commits
18/18Volumen de commits — 756 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year756
human_commit_share
days_since_last_push0
active_weeks_last_year49
Cómo se puntúa
27/27Publica versiones — 66 versiones publicadas
36/36Recencia de las versiones — última versión hace 77 días
19.8/27Cadencia de publicación — una versión cada ~59,6 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count66
latest_release_tagv0.10.35
releases_from_tagsno
days_since_latest_release77
mean_days_between_releases59,6
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

90Excelente · 18% del índice global
Cómo se puntúa
60/60Estrellas — 36.106 estrellas
25/25Forks — 6057 forks
15/15Observadores — 529 observadores
Datos de entrada utilizados
forks6057
stars36.106
watchers529
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
80/80Descargas mensuales — 2.823.558 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesmediapipe
dependents
ecosystemspypi
total_downloads
monthly_downloads2.823.558
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

81Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
15.8/22.5Distribución de commits — el principal contribuyente firma el 30% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled100
top_contributor_share0,298
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
0/38.3Aceptación de PR — sin PR decididos o sin datos
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs
open_issues
closed_issues
issue_closed_ratio
closed_unmerged_prs
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 4037 seguidores de google-ai-edge
13.9/25Trayectoria — 14 repos públicos, cuenta de ~2 años
Datos de entrada utilizados
followers4037
owner_typeOrganization
is_verified
owner_logingoogle-ai-edge
public_repos14
account_age_days974
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 78 días
20/20Historial de versiones — 17 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesmediapipe
ecosystemspypi
any_deprecatedno
min_days_since_publish78

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

76Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://ai.google.dev/edge/mediapipe
10/10Descripción del repositorio
10/10Topics — 17 topics
10/10Wiki
Datos de entrada utilizados
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

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

49En riesgo · 16% del índice global
Cómo se puntúa
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 — sin datos
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
2.5/2.5Licencia — 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 — sin datos
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 — sin datos
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 54 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,9
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, packaging, signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

57Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — docs/Makefile, mediapipe/examples/coral/Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilespnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile, mediapipe/examples/coral/Makefile
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
45/45Código verificable por tipos — C++ (tipado estático)
54.7/55Tamaños de archivo manejables — 14/2990 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageC++
largest_source_bytes224.075
source_files_sampled2990
oversized_source_files14
Cómo se puntúa
40/40Esquema de API (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
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
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, 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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, 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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, 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, 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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

Datos clave

36.106estrellas de GitHub
100contribuidores
756commits en los últimos 12 meses
0días desde el último push
66versiones publicadas
2factor bus
-issues abiertas
npm, PyPIecosistemas de paquetes

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Más detalle

OpenSSF Scorecard 4.9 / 10
4.9agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).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
n/dCI-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
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities54 existing vulnerabilities detected
Todas las dependencias 310

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 310 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
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          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
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              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "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",
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            "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"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "36,106 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 36106
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                  }
                ],
                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "6,057 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
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                      "count": 6057
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "529 watchers",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 529
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "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",
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                "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"
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                  }
                ],
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          },
          {
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2823558
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            "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"
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                  }
                ],
                "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": {}
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                ],
                "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
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            "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",
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                      "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
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                  }
                ],
                "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
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                  }
                ],
                "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"
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                }
              },
              {
                "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
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            ]
          },
          {
            "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
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mediapipe"
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              "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,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 78 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 78
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "17 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 17
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                  }
                ],
                "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": {}
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            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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              "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
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                  }
                ],
                "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",
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                "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
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "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",
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                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
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                  }
                ],
                "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": [
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                    "signed_releases"
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                }
              },
              {
                "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",
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
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                "status": "excluded",
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                    "code": "no_data",
                    "params": {}
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                ],
                "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,
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                "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",
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                "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,
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              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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                "Russia",
                "Iran",
                "North Korea"
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "max_points": 45
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
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            "key": "ai_code_legibility",
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            "note": null,
            "notes": [],
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              "source_files_sampled": 2990,
              "oversized_source_files": 14
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            "components": [
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                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
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                "max_points": 45
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              {
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                "name": "Manageable file sizes",
                "detail": "14/2990 source files over 60KB",
                "points": 54.7,
                "status": "partial",
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                      "sampled": 2990,
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                ],
                "max_points": 55
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            ]
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          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
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                "mediapipe/modules/objectron/calculators/frame_annotation_to_rect_calculator.proto",
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                "mediapipe/tasks/cc/vision/face_stylizer/calculators/tensors_to_image_calculator.proto",
                "mediapipe/tasks/cc/vision/gesture_recognizer/calculators/combined_prediction_calculator.proto",
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                "mediapipe/tasks/cc/vision/gesture_recognizer/proto/gesture_classifier_graph_options.proto",
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        ],
        "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."
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    ],
    "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",
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}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.11.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.