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ultralytics/ultralytics

https://github.com/ultralytics/ultralytics · scanned 2026-06-05 09:54 UTC (5 days, 17 hours ago) · 10 languages

813 raw signals (255 security + 558 graph) 38th percentile · Python · medium (20-100K LoC) System graph score 57 (lower by 10)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 17 hours ago · v2 · 334 actionable findings from 2 signal sources. 200 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
46.7
/100
Security checks
36
107 findings
System graph
57
100.0% cov · 227 findings
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 0.0 0.25 0.00
testing_score 37.0 0.20 7.40
documentation_score 99.6 0.15 14.94
practices_score 82.0 0.15 12.30
code_quality 41.0 0.10 4.10
Overall 1.00 47.7
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 29 Medium 161 Low 70 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 107 System graph 227 Crowd 0 Layer: Quality 110 Security 31 Cicd 11 Software 43 Api 1 Network 133 Hardware 4 Frontend 1

All 3556 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
process_video software healthy tests/test_solutions.py:26
test_solution software healthy tests/test_solutions.py:179
test_left_click_selection software healthy tests/test_solutions.py:207
test_right_click_reset software healthy tests/test_solutions.py:215
test_parking_json_none software healthy tests/test_solutions.py:224
test_analytics_graph_not_supported software healthy tests/test_solutions.py:234
test_area_chart_padding software healthy tests/test_solutions.py:244
test_config_update_method_with_invalid_argument software healthy tests/test_solutions.py:252
test_plot_with_no_masks software healthy tests/test_solutions.py:262
test_streamlit_handle_video_upload_creates_file software healthy tests/test_solutions.py:270
test_similarity_search software healthy tests/test_solutions.py:294
test_similarity_search_app_init software healthy tests/test_solutions.py:303
test_similarity_search_complete software healthy tests/test_solutions.py:312
test_distance_calculation_process_method software healthy tests/test_solutions.py:326
test_object_crop_with_show_True software healthy tests/test_solutions.py:346
test_display_output_method software healthy tests/test_solutions.py:351
solution_assets software healthy tests/conftest.py:11
get_asset software healthy tests/conftest.py:20
pytest_addoption software healthy tests/conftest.py:29
_export_format_from_item software healthy tests/conftest.py:39
pytest_collection_modifyitems software healthy tests/conftest.py:55
pytest_sessionstart software healthy tests/conftest.py:79
isolated_model software healthy tests/conftest.py:94
pytest_sessionfinish software healthy tests/conftest.py:115
test_checks software healthy tests/test_cuda.py:35
test_amp software healthy tests/test_cuda.py:42
test_export_onnx_matrix software healthy tests/test_cuda.py:62
test_export_engine_matrix software healthy tests/test_cuda.py:92
test_train software healthy tests/test_cuda.py:119
test_predict_multiple_devices software healthy tests/test_cuda.py:136
test_autobatch software healthy tests/test_cuda.py:167
test_utils_benchmarks software healthy tests/test_cuda.py:176
test_predict_sam software healthy tests/test_cuda.py:195
run software healthy tests/test_cli.py:15
test_special_modes software healthy tests/test_cli.py:20
test_train software healthy tests/test_cli.py:32
test_val software healthy tests/test_cli.py:38
test_predict software healthy tests/test_cli.py:45
test_export software healthy tests/test_cli.py:52
test_rtdetr software healthy tests/test_cli.py:63
test_fastsam software healthy tests/test_cli.py:76
test_mobilesam software healthy tests/test_cli.py:102
test_train_gpu software healthy tests/test_cli.py:130
test_solutions software healthy tests/test_cli.py:140
cache_weights software healthy tests/cache_test_assets.py:49
cache_datasets software healthy tests/cache_test_assets.py:61
cache_solution_assets software healthy tests/cache_test_assets.py:72
cache_clip_model software healthy tests/cache_test_assets.py:84
parse_args software healthy tests/cache_test_assets.py:97
main software healthy tests/cache_test_assets.py:104

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.zh-CN.md software healthy README.zh-CN.md
mkdocs.yml software healthy mkdocs.yml
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
pyproject.toml software healthy pyproject.toml
Dockerfile software healthy docker/Dockerfile
test_solutions.py software healthy tests/test_solutions.py
__init__.py software healthy tests/__init__.py
conftest.py software healthy tests/conftest.py
test_cuda.py software healthy tests/test_cuda.py
test_cli.py software healthy tests/test_cli.py
cache_test_assets.py software healthy tests/cache_test_assets.py
test_python.py software healthy tests/test_python.py
test_integrations.py software healthy tests/test_integrations.py
test_engine.py software healthy tests/test_engine.py
test_exports.py software healthy tests/test_exports.py
mkdocs_github_authors.yaml software healthy docs/mkdocs_github_authors.yaml
build_reference.py software healthy docs/build_reference.py
README.md software healthy docs/README.md
build_docs.py software healthy docs/build_docs.py
model_data.py software warning docs/model_data.py
coming_soon_template.md software healthy docs/coming_soon_template.md
export-table.md software healthy docs/macros/export-table.md
sam-auto-annotate.md software healthy docs/macros/sam-auto-annotate.md
yolo-cls-perf.md software healthy docs/macros/yolo-cls-perf.md
visualization-args.md software healthy docs/macros/visualization-args.md
validation-args.md software healthy docs/macros/validation-args.md
export-args.md software healthy docs/macros/export-args.md
yolo-det-perf.md software healthy docs/macros/yolo-det-perf.md
platform-gpu-table.md software healthy docs/macros/platform-gpu-table.md
augmentation-args.md software healthy docs/macros/augmentation-args.md
yolo-pose-perf.md software healthy docs/macros/yolo-pose-perf.md
yolo-obb-perf.md software healthy docs/macros/yolo-obb-perf.md
yolo-semantic-perf.md software healthy docs/macros/yolo-semantic-perf.md
track-args.md software healthy docs/macros/track-args.md
solutions-args.md software healthy docs/macros/solutions-args.md
yolo-seg-perf.md software healthy docs/macros/yolo-seg-perf.md
predict-args.md software healthy docs/macros/predict-args.md
train-args.md software healthy docs/macros/train-args.md
index.md software healthy docs/en/index.md
quickstart.md software healthy docs/en/quickstart.md
tf-graphdef.md software healthy docs/en/integrations/tf-graphdef.md
albumentations.md software healthy docs/en/integrations/albumentations.md
google-colab.md software healthy docs/en/integrations/google-colab.md
onnx.md software healthy docs/en/integrations/onnx.md
mnn.md software healthy docs/en/integrations/mnn.md
neural-magic.md software healthy docs/en/integrations/neural-magic.md
tensorboard.md software healthy docs/en/integrations/tensorboard.md
torchscript.md software healthy docs/en/integrations/torchscript.md
axelera.md software healthy docs/en/integrations/axelera.md

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
FakeTrainer software healthy tests/test_engine.py:191
ParameterDoc software healthy docs/build_reference.py:59
ReturnDoc software healthy docs/build_reference.py:69
ParsedDocstring software healthy docs/build_reference.py:77
DocItem software healthy docs/build_reference.py:93
DocumentedModule software healthy docs/build_reference.py:111
SafeFallbackLoader software healthy docs/build_docs.py:458
ChartWidget software healthy docs/overrides/javascript/chart-widget.js:ChartWidget
VisionEye software healthy ultralytics/solutions/vision_eye.py:9
QueueManager software healthy ultralytics/solutions/queue_management.py:9
SecurityAlarm software healthy ultralytics/solutions/security_alarm.py:10
VisualAISearch software healthy ultralytics/solutions/similarity_search.py:20
SearchApp software healthy ultralytics/solutions/similarity_search.py:166
AIGym software healthy ultralytics/solutions/ai_gym.py:9
InstanceSegmentation software healthy ultralytics/solutions/instance_segmentation.py:9
SolutionConfig software healthy ultralytics/solutions/config.py:12
Analytics software healthy ultralytics/solutions/analytics.py:15
Heatmap software healthy ultralytics/solutions/heatmap.py:14
Inference software healthy ultralytics/solutions/streamlit_inference.py:18
DistanceCalculation software healthy ultralytics/solutions/distance_calculation.py:12
RegionCounter software healthy ultralytics/solutions/region_counter.py:13
ObjectBlurrer software healthy ultralytics/solutions/object_blurrer.py:12
ObjectCounter software healthy ultralytics/solutions/object_counter.py:12
TrackZone software healthy ultralytics/solutions/trackzone.py:12
ObjectCropper software healthy ultralytics/solutions/object_cropper.py:10
ParkingPtsSelection software healthy ultralytics/solutions/parking_management.py:16
ParkingManagement software healthy ultralytics/solutions/parking_management.py:179
SpeedEstimator software healthy ultralytics/solutions/speed_estimation.py:11
BaseSolution software healthy ultralytics/solutions/solutions.py:20
SolutionAnnotator software healthy ultralytics/solutions/solutions.py:266
SolutionResults software healthy ultralytics/solutions/solutions.py:774
RTDETRTrainer software healthy ultralytics/models/rtdetr/train.py:14
RTDETR software healthy ultralytics/models/rtdetr/model.py:21
RTDETRDataset software healthy ultralytics/models/rtdetr/val.py:18
RTDETRValidator software healthy ultralytics/models/rtdetr/val.py:104
RTDETRPredictor software healthy ultralytics/models/rtdetr/predict.py:11
DETRLoss software healthy ultralytics/models/utils/loss.py:17
RTDETRDetectionLoss software healthy ultralytics/models/utils/loss.py:393
HungarianMatcher software healthy ultralytics/models/utils/ops.py:16
SAM software healthy ultralytics/models/sam/model.py:27
Predictor software healthy ultralytics/models/sam/predict.py:43
SAM2Predictor software healthy ultralytics/models/sam/predict.py:687
SAM2VideoPredictor software healthy ultralytics/models/sam/predict.py:829
SAM2DynamicInteractivePredictor software healthy ultralytics/models/sam/predict.py:1857
SAM3Predictor software healthy ultralytics/models/sam/predict.py:2189
SAM3SemanticPredictor software healthy ultralytics/models/sam/predict.py:2213
SAM3VideoPredictor software healthy ultralytics/models/sam/predict.py:2418
SAM3VideoSemanticPredictor software healthy ultralytics/models/sam/predict.py:2472
SAM3VLBackbone software healthy ultralytics/models/sam/sam3/vl_combiner.py:18
TransformerEncoderLayer software healthy ultralytics/models/sam/sam3/encoder.py:15

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
port:8000 network healthy tests/test_integrations.py
port:23 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:10 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:24 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:11 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:25 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:12 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:26 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:13 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:27 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:14 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:28 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:15 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:31 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:16 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:32 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:17 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:33 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:18 network healthy ultralytics/cfg/datasets/cityscapes.yaml
port:19 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:20 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:21 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:22 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:29 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:30 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:34 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:35 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:36 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:37 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:38 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:39 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:40 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:41 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:42 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:43 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:44 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:45 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:46 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:47 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:48 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:49 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:50 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:51 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:52 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:53 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:54 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:55 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:56 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:57 network healthy ultralytics/cfg/datasets/ade20k.yaml
port:58 network healthy ultralytics/cfg/datasets/ade20k.yaml

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docker software healthy docker
tests software healthy tests
docs software healthy docs
macros software healthy docs/macros
en software healthy docs/en
integrations software healthy docs/en/integrations
datasets software healthy docs/en/datasets
obb software healthy docs/en/datasets/obb
pose software healthy docs/en/datasets/pose
explorer software healthy docs/en/datasets/explorer
classify software healthy docs/en/datasets/classify
semantic software healthy docs/en/datasets/semantic
detect software healthy docs/en/datasets/detect
segment software healthy docs/en/datasets/segment
track software healthy docs/en/datasets/track
help software healthy docs/en/help
reference software healthy docs/en/reference
solutions software healthy docs/en/reference/solutions
models software healthy docs/en/reference/models
rtdetr software healthy docs/en/reference/models/rtdetr
utils software healthy docs/en/reference/models/utils
sam software healthy docs/en/reference/models/sam
sam3 software healthy docs/en/reference/models/sam/sam3
modules software healthy docs/en/reference/models/sam/modules
fastsam software healthy docs/en/reference/models/fastsam
nas software healthy docs/en/reference/models/nas
yolo software healthy docs/en/reference/models/yolo
obb software healthy docs/en/reference/models/yolo/obb
pose software healthy docs/en/reference/models/yolo/pose
classify software healthy docs/en/reference/models/yolo/classify
semantic software healthy docs/en/reference/models/yolo/semantic
detect software healthy docs/en/reference/models/yolo/detect
segment software healthy docs/en/reference/models/yolo/segment
yoloe software healthy docs/en/reference/models/yolo/yoloe
world software healthy docs/en/reference/models/yolo/world
hub software healthy docs/en/reference/hub
google software healthy docs/en/reference/hub/google
utils software healthy docs/en/reference/utils
callbacks software healthy docs/en/reference/utils/callbacks
export software healthy docs/en/reference/utils/export
trackers software healthy docs/en/reference/trackers
utils software healthy docs/en/reference/trackers/utils
cfg software healthy docs/en/reference/cfg
engine software healthy docs/en/reference/engine
optim software healthy docs/en/reference/optim
nn software healthy docs/en/reference/nn
modules software healthy docs/en/reference/nn/modules
backends software healthy docs/en/reference/nn/backends
solutions software healthy docs/en/solutions
models software healthy docs/en/models

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
Links cicd healthy .github/workflows/links.yml
docker cicd healthy .github/workflows/docker.yml
trigger-actions cicd healthy .github/workflows/docker.yml
notify cicd healthy .github/workflows/docker.yml
CLA cicd healthy .github/workflows/cla.yml
Benchmarks cicd healthy .github/workflows/ci.yml
Tests cicd healthy .github/workflows/ci.yml
SlowTests cicd healthy .github/workflows/ci.yml
IsolatedExports cicd healthy .github/workflows/ci.yml
GPU cicd healthy .github/workflows/ci.yml
RaspberryPi cicd healthy .github/workflows/ci.yml
NVIDIA_Jetson cicd healthy .github/workflows/ci.yml
Conda cicd healthy .github/workflows/ci.yml
Summary cicd healthy .github/workflows/ci.yml
check-prs cicd healthy .github/workflows/conda-check-prs.yml
mirror cicd healthy .github/workflows/mirror.yml
Docs cicd healthy .github/workflows/docs.yml
actions cicd healthy .github/workflows/format.yml
stale cicd healthy .github/workflows/stale.yml
Merge cicd healthy .github/workflows/merge-main-into-prs.yml
check cicd healthy .github/workflows/publish.yml
build cicd healthy .github/workflows/publish.yml
publish cicd healthy .github/workflows/publish.yml
sbom cicd healthy .github/workflows/publish.yml
notify cicd healthy .github/workflows/publish.yml

LabelLayerStatusPath
DOCKERHUB_USERNAME cicd healthy —
GITHUB_REF cicd healthy —
BITBUCKET_APP_PASSWORD cicd healthy —
DAGSHUB_TOKEN cicd healthy —
OPENAI_API_KEY cicd healthy —
GITHUB_TOKEN cicd healthy —
DOCKERHUB_TOKEN cicd healthy —
PR_NUMBER cicd healthy —
SLACK_WEBHOOK_URL_YOLO cicd healthy —
CODECOV_TOKEN cicd healthy —
GITCODE_TOKEN cicd healthy —
_GITHUB_TOKEN cicd healthy —
INDEXNOW_KEY_DOCS cicd healthy —
BRAVE_API_KEY cicd healthy —
GITEE_TOKEN cicd healthy —
PR_TITLE cicd healthy —
NVIDIA_NGC_API_KEY cicd healthy —

LabelLayerStatusPath
gha::links cicd healthy .github/workflows/links.yml
gha::docker cicd healthy .github/workflows/docker.yml
gha::cla cicd healthy .github/workflows/cla.yml
gha::ci cicd healthy .github/workflows/ci.yml
gha::conda-check-prs cicd healthy .github/workflows/conda-check-prs.yml
gha::mirror cicd healthy .github/workflows/mirror.yml
gha::docs cicd healthy .github/workflows/docs.yml
gha::format cicd healthy .github/workflows/format.yml
gha::stale cicd healthy .github/workflows/stale.yml
gha::merge-main-into-prs cicd healthy .github/workflows/merge-main-into-prs.yml
gha::publish cicd healthy .github/workflows/publish.yml

LabelLayerStatusPath
1.14.1.4 network healthy pyproject.toml
127.0.0.1 network healthy ultralytics/utils/dist.py
4.11.0.86 network healthy examples/RTDETR-ONNXRuntime-Python/requirements.txt

LabelLayerStatusPath
cockroach data healthy ultralytics/cfg/datasets/ImageNet.yaml
mongodb data healthy ultralytics/engine/tuner.py

LabelLayerStatusPath
vps::aws hardware healthy mkdocs.yml
vps::gcp hardware healthy mkdocs.yml

LabelLayerStatusPath
repobility-clone-bwdism4u software healthy /tmp/repobility-clone-bwdism4u

LabelLayerStatusPath
celery data healthy ultralytics/cfg/datasets/lvis.yaml

LabelLayerStatusPath
image::docker/Dockerfile hardware healthy docker/Dockerfile

LabelLayerStatusPath
gpu (detected) hardware healthy mkdocs.yml

LabelLayerStatusPath
auth::ultralytics/cfg/datasets/lvis.yaml security healthy ultralytics/cfg/datasets/lvis.yaml
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