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  1. # Ultralytics YOLO 🚀, AGPL-3.0 license
  2. # Configuration file for building the Ultralytics YOLO documentation site using MkDocs.
  3. # Provides settings to control site metadata, customize the appearance using the
  4. # Material theme, define the navigation structure, and enable various plugins.
  5. # Site metadata
  6. site_name: Ultralytics YOLO Docs
  7. site_description: Explore Ultralytics YOLO, a cutting-edge real-time object detection and image segmentation model for various applications and hardware platforms.
  8. site_url: https://docs.ultralytics.com
  9. site_author: Ultralytics
  10. repo_url: https://github.com/ultralytics/ultralytics
  11. edit_uri: https://github.com/ultralytics/ultralytics/tree/main/docs/en/
  12. repo_name: ultralytics/ultralytics
  13. remote_name: https://github.com/ultralytics/docs
  14. docs_dir: "docs/en/" # where to find the markdown files
  15. site_dir: "site/" # where to publish to
  16. # Theme customization
  17. theme:
  18. name: material
  19. language: en
  20. custom_dir: docs/overrides/
  21. logo: https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Reverse.svg
  22. favicon: assets/favicon.ico
  23. icon:
  24. repo: fontawesome/brands/github
  25. # font: # disabled for faster page load times
  26. # text: Helvetica
  27. # code: Roboto Mono
  28. palette:
  29. - media: "(prefers-color-scheme)"
  30. toggle:
  31. icon: material/brightness-auto
  32. name: Switch to light mode
  33. - media: "(prefers-color-scheme: dark)"
  34. scheme: slate
  35. primary: black
  36. accent: indigo
  37. toggle:
  38. icon: material/brightness-4
  39. name: Switch to system preference
  40. - media: "(prefers-color-scheme: light)"
  41. scheme: default
  42. primary: indigo
  43. accent: indigo
  44. toggle:
  45. icon: material/brightness-7
  46. name: Switch to dark mode
  47. features:
  48. - content.action.edit
  49. - content.code.annotate
  50. - content.code.copy
  51. - content.tooltips
  52. - search.highlight
  53. - search.share
  54. - search.suggest
  55. - toc.follow
  56. - navigation.top
  57. - navigation.tabs
  58. - navigation.tabs.sticky
  59. - navigation.prune
  60. - navigation.footer
  61. - navigation.tracking
  62. - navigation.instant
  63. - navigation.instant.progress
  64. - navigation.indexes
  65. - navigation.sections # navigation.expand or navigation.sections
  66. - content.tabs.link # all code tabs change simultaneously
  67. # Customization
  68. copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
  69. extra: # version:
  70. # provider: mike # version drop-down menu
  71. robots: robots.txt
  72. analytics:
  73. provider: google
  74. property: G-2M5EHKC0BH
  75. social:
  76. - icon: fontawesome/brands/github
  77. link: https://github.com/ultralytics
  78. - icon: fontawesome/brands/linkedin
  79. link: https://www.linkedin.com/company/ultralytics/
  80. - icon: fontawesome/brands/x-twitter
  81. link: https://twitter.com/ultralytics
  82. - icon: fontawesome/brands/youtube
  83. link: https://youtube.com/ultralytics?sub_confirmation=1
  84. - icon: fontawesome/brands/docker
  85. link: https://hub.docker.com/r/ultralytics/ultralytics/
  86. - icon: fontawesome/brands/python
  87. link: https://pypi.org/project/ultralytics/
  88. - icon: fontawesome/brands/discord
  89. link: https://ultralytics.com/discord
  90. - icon: fontawesome/brands/reddit
  91. link: https://reddit.com/r/ultralytics
  92. extra_css:
  93. - stylesheets/style.css
  94. extra_javascript:
  95. - javascript/extra.js
  96. - javascript/giscus.js
  97. markdown_extensions:
  98. - admonition
  99. - md_in_html
  100. - tables
  101. - attr_list
  102. - def_list
  103. - pymdownx.critic
  104. - pymdownx.caret
  105. - pymdownx.keys
  106. - pymdownx.mark
  107. - pymdownx.tilde
  108. - pymdownx.details
  109. - pymdownx.superfences
  110. - pymdownx.inlinehilite
  111. - pymdownx.highlight:
  112. anchor_linenums: true
  113. - pymdownx.snippets:
  114. base_path: ./
  115. - pymdownx.emoji:
  116. emoji_index: !!python/name:material.extensions.emoji.twemoji
  117. emoji_generator: !!python/name:material.extensions.emoji.to_svg
  118. - pymdownx.tabbed:
  119. alternate_style: true
  120. # Validation settings https://www.mkdocs.org/user-guide/configuration/#validation
  121. validation:
  122. nav:
  123. omitted_files: info
  124. not_found: warn
  125. absolute_links: info
  126. links:
  127. absolute_links: relative_to_docs
  128. anchors: warn
  129. unrecognized_links: warn
  130. # Primary navigation ---------------------------------------------------------------------------------------------------
  131. nav:
  132. - Home:
  133. - Home: index.md
  134. - Quickstart: quickstart.md
  135. - Modes:
  136. - modes/index.md
  137. - Train: modes/train.md
  138. - Val: modes/val.md
  139. - Predict: modes/predict.md
  140. - Export: modes/export.md
  141. - Track: modes/track.md
  142. - Benchmark: modes/benchmark.md
  143. - Tasks:
  144. - tasks/index.md
  145. - Detect: tasks/detect.md
  146. - Segment: tasks/segment.md
  147. - Classify: tasks/classify.md
  148. - Pose: tasks/pose.md
  149. - OBB: tasks/obb.md
  150. - Models:
  151. - models/index.md
  152. - Datasets:
  153. - datasets/index.md
  154. - Solutions:
  155. - solutions/index.md
  156. - Guides:
  157. - guides/index.md
  158. - YOLO11 🚀 NEW: models/yolo11.md # for promotion of new pages
  159. - Languages:
  160. - 🇬🇧&nbsp English: https://ultralytics.com/docs/
  161. - 🇨🇳&nbsp 简体中文: https://docs.ultralytics.com/zh/
  162. - 🇰🇷&nbsp 한국어: https://docs.ultralytics.com/ko/
  163. - 🇯🇵&nbsp 日本語: https://docs.ultralytics.com/ja/
  164. - 🇷🇺&nbsp Русский: https://docs.ultralytics.com/ru/
  165. - 🇩🇪&nbsp Deutsch: https://docs.ultralytics.com/de/
  166. - 🇫🇷&nbsp Français: https://docs.ultralytics.com/fr/
  167. - 🇪🇸&nbsp Español: https://docs.ultralytics.com/es/
  168. - 🇵🇹&nbsp Português: https://docs.ultralytics.com/pt/
  169. - 🇮🇹&nbsp Italiano: https://docs.ultralytics.com/it/
  170. - 🇹🇷&nbsp Türkçe: https://docs.ultralytics.com/tr/
  171. - 🇻🇳&nbsp Tiếng Việt: https://docs.ultralytics.com/vi/
  172. - 🇸🇦&nbsp العربية: https://docs.ultralytics.com/ar/
  173. - Quickstart:
  174. - quickstart.md
  175. - Usage:
  176. - CLI: usage/cli.md
  177. - Python: usage/python.md
  178. - Callbacks: usage/callbacks.md
  179. - Configuration: usage/cfg.md
  180. - Simple Utilities: usage/simple-utilities.md
  181. - Advanced Customization: usage/engine.md
  182. - Modes:
  183. - modes/index.md
  184. - Train: modes/train.md
  185. - Val: modes/val.md
  186. - Predict: modes/predict.md
  187. - Export: modes/export.md
  188. - Track: modes/track.md
  189. - Benchmark: modes/benchmark.md
  190. - Tasks:
  191. - tasks/index.md
  192. - Detect: tasks/detect.md
  193. - Segment: tasks/segment.md
  194. - Classify: tasks/classify.md
  195. - Pose: tasks/pose.md
  196. - OBB: tasks/obb.md
  197. - Models:
  198. - models/index.md
  199. - Datasets:
  200. - datasets/index.md
  201. - Solutions:
  202. - solutions/index.md
  203. - Guides:
  204. - guides/index.md
  205. - Modes:
  206. - modes/index.md
  207. - Train: modes/train.md
  208. - Val: modes/val.md
  209. - Predict: modes/predict.md
  210. - Export: modes/export.md
  211. - Track: modes/track.md
  212. - Benchmark: modes/benchmark.md
  213. - Tasks:
  214. - tasks/index.md
  215. - Detect: tasks/detect.md
  216. - Segment: tasks/segment.md
  217. - Classify: tasks/classify.md
  218. - Pose: tasks/pose.md
  219. - OBB: tasks/obb.md
  220. - Tasks:
  221. - tasks/index.md
  222. - Detect: tasks/detect.md
  223. - Segment: tasks/segment.md
  224. - Classify: tasks/classify.md
  225. - Pose: tasks/pose.md
  226. - OBB: tasks/obb.md
  227. - Modes:
  228. - modes/index.md
  229. - Train: modes/train.md
  230. - Val: modes/val.md
  231. - Predict: modes/predict.md
  232. - Export: modes/export.md
  233. - Track: modes/track.md
  234. - Benchmark: modes/benchmark.md
  235. - Models:
  236. - models/index.md
  237. - YOLOv3: models/yolov3.md
  238. - YOLOv4: models/yolov4.md
  239. - YOLOv5: models/yolov5.md
  240. - YOLOv6: models/yolov6.md
  241. - YOLOv7: models/yolov7.md
  242. - YOLOv8: models/yolov8.md
  243. - YOLOv9: models/yolov9.md
  244. - YOLOv10: models/yolov10.md
  245. - YOLO11 🚀 NEW: models/yolo11.md
  246. - SAM (Segment Anything Model): models/sam.md
  247. - SAM 2 (Segment Anything Model 2): models/sam-2.md
  248. - MobileSAM (Mobile Segment Anything Model): models/mobile-sam.md
  249. - FastSAM (Fast Segment Anything Model): models/fast-sam.md
  250. - YOLO-NAS (Neural Architecture Search): models/yolo-nas.md
  251. - RT-DETR (Realtime Detection Transformer): models/rtdetr.md
  252. - YOLO-World (Real-Time Open-Vocabulary Object Detection): models/yolo-world.md
  253. - Datasets:
  254. - datasets/index.md
  255. - Detection:
  256. - datasets/detect/index.md
  257. - Argoverse: datasets/detect/argoverse.md
  258. - COCO: datasets/detect/coco.md
  259. - LVIS: datasets/detect/lvis.md
  260. - COCO8: datasets/detect/coco8.md
  261. - GlobalWheat2020: datasets/detect/globalwheat2020.md
  262. - Objects365: datasets/detect/objects365.md
  263. - OpenImagesV7: datasets/detect/open-images-v7.md
  264. - SKU-110K: datasets/detect/sku-110k.md
  265. - VisDrone: datasets/detect/visdrone.md
  266. - VOC: datasets/detect/voc.md
  267. - xView: datasets/detect/xview.md
  268. - RF100: datasets/detect/roboflow-100.md
  269. - Brain-tumor: datasets/detect/brain-tumor.md
  270. - African-wildlife: datasets/detect/african-wildlife.md
  271. - Signature: datasets/detect/signature.md
  272. - Segmentation:
  273. - datasets/segment/index.md
  274. - COCO: datasets/segment/coco.md
  275. - COCO8-seg: datasets/segment/coco8-seg.md
  276. - Crack-seg: datasets/segment/crack-seg.md
  277. - Carparts-seg: datasets/segment/carparts-seg.md
  278. - Package-seg: datasets/segment/package-seg.md
  279. - Pose:
  280. - datasets/pose/index.md
  281. - COCO: datasets/pose/coco.md
  282. - COCO8-pose: datasets/pose/coco8-pose.md
  283. - Tiger-pose: datasets/pose/tiger-pose.md
  284. - Hand-keypoints: datasets/pose/hand-keypoints.md
  285. - Classification:
  286. - datasets/classify/index.md
  287. - Caltech 101: datasets/classify/caltech101.md
  288. - Caltech 256: datasets/classify/caltech256.md
  289. - CIFAR-10: datasets/classify/cifar10.md
  290. - CIFAR-100: datasets/classify/cifar100.md
  291. - Fashion-MNIST: datasets/classify/fashion-mnist.md
  292. - ImageNet: datasets/classify/imagenet.md
  293. - ImageNet-10: datasets/classify/imagenet10.md
  294. - Imagenette: datasets/classify/imagenette.md
  295. - Imagewoof: datasets/classify/imagewoof.md
  296. - MNIST: datasets/classify/mnist.md
  297. - Oriented Bounding Boxes (OBB):
  298. - datasets/obb/index.md
  299. - DOTAv2: datasets/obb/dota-v2.md
  300. - DOTA8: datasets/obb/dota8.md
  301. - Multi-Object Tracking:
  302. - datasets/track/index.md
  303. - Solutions 🚀 NEW:
  304. - solutions/index.md
  305. - Analytics: guides/analytics.md
  306. - Object Counting: guides/object-counting.md
  307. - Object Cropping: guides/object-cropping.md
  308. - Object Blurring: guides/object-blurring.md
  309. - Workouts Monitoring: guides/workouts-monitoring.md
  310. - Objects Counting in Regions: guides/region-counting.md
  311. - Security Alarm System: guides/security-alarm-system.md
  312. - Heatmaps: guides/heatmaps.md
  313. - Instance Segmentation with Object Tracking: guides/instance-segmentation-and-tracking.md
  314. - VisionEye Mapping: guides/vision-eye.md
  315. - Speed Estimation: guides/speed-estimation.md
  316. - Distance Calculation: guides/distance-calculation.md
  317. - Queue Management: guides/queue-management.md
  318. - Parking Management: guides/parking-management.md
  319. - Live Inference 🚀 NEW: guides/streamlit-live-inference.md
  320. - Guides:
  321. - guides/index.md
  322. - YOLO Common Issues: guides/yolo-common-issues.md
  323. - YOLO Performance Metrics: guides/yolo-performance-metrics.md
  324. - YOLO Thread-Safe Inference: guides/yolo-thread-safe-inference.md
  325. - Model Deployment Options: guides/model-deployment-options.md
  326. - K-Fold Cross Validation: guides/kfold-cross-validation.md
  327. - Hyperparameter Tuning: guides/hyperparameter-tuning.md
  328. - SAHI Tiled Inference: guides/sahi-tiled-inference.md
  329. - AzureML Quickstart: guides/azureml-quickstart.md
  330. - Conda Quickstart: guides/conda-quickstart.md
  331. - Docker Quickstart: guides/docker-quickstart.md
  332. - Raspberry Pi: guides/raspberry-pi.md
  333. - NVIDIA Jetson: guides/nvidia-jetson.md
  334. - DeepStream on NVIDIA Jetson: guides/deepstream-nvidia-jetson.md
  335. - Triton Inference Server: guides/triton-inference-server.md
  336. - Isolating Segmentation Objects: guides/isolating-segmentation-objects.md
  337. - Edge TPU on Raspberry Pi: guides/coral-edge-tpu-on-raspberry-pi.md
  338. - Viewing Inference Images in a Terminal: guides/view-results-in-terminal.md
  339. - OpenVINO Latency vs Throughput modes: guides/optimizing-openvino-latency-vs-throughput-modes.md
  340. - ROS Quickstart: guides/ros-quickstart.md
  341. - Steps of a Computer Vision Project: guides/steps-of-a-cv-project.md
  342. - Defining A Computer Vision Project's Goals: guides/defining-project-goals.md
  343. - Data Collection and Annotation: guides/data-collection-and-annotation.md
  344. - Preprocessing Annotated Data: guides/preprocessing_annotated_data.md
  345. - Tips for Model Training: guides/model-training-tips.md
  346. - Insights on Model Evaluation and Fine-Tuning: guides/model-evaluation-insights.md
  347. - A Guide on Model Testing: guides/model-testing.md
  348. - Best Practices for Model Deployment: guides/model-deployment-practices.md
  349. - Maintaining Your Computer Vision Model: guides/model-monitoring-and-maintenance.md
  350. - Explorer:
  351. - datasets/explorer/index.md
  352. - Explorer API: datasets/explorer/api.md
  353. - Explorer Dashboard Demo: datasets/explorer/dashboard.md
  354. - VOC Exploration Example: datasets/explorer/explorer.ipynb
  355. - YOLOv5:
  356. - yolov5/index.md
  357. - Quickstart: yolov5/quickstart_tutorial.md
  358. - Environments:
  359. - Amazon Web Services (AWS): yolov5/environments/aws_quickstart_tutorial.md
  360. - Google Cloud (GCP): yolov5/environments/google_cloud_quickstart_tutorial.md
  361. - AzureML: yolov5/environments/azureml_quickstart_tutorial.md
  362. - Docker Image: yolov5/environments/docker_image_quickstart_tutorial.md
  363. - Tutorials:
  364. - Train Custom Data: yolov5/tutorials/train_custom_data.md
  365. - Tips for Best Training Results: yolov5/tutorials/tips_for_best_training_results.md
  366. - Multi-GPU Training: yolov5/tutorials/multi_gpu_training.md
  367. - PyTorch Hub: yolov5/tutorials/pytorch_hub_model_loading.md
  368. - TFLite, ONNX, CoreML, TensorRT Export: yolov5/tutorials/model_export.md
  369. - Test-Time Augmentation (TTA): yolov5/tutorials/test_time_augmentation.md
  370. - Model Ensembling: yolov5/tutorials/model_ensembling.md
  371. - Pruning/Sparsity Tutorial: yolov5/tutorials/model_pruning_and_sparsity.md
  372. - Hyperparameter evolution: yolov5/tutorials/hyperparameter_evolution.md
  373. - Transfer learning with frozen layers: yolov5/tutorials/transfer_learning_with_frozen_layers.md
  374. - Architecture Summary: yolov5/tutorials/architecture_description.md
  375. - Roboflow Datasets: yolov5/tutorials/roboflow_datasets_integration.md
  376. - Neural Magic's DeepSparse: yolov5/tutorials/neural_magic_pruning_quantization.md
  377. - Comet Logging: yolov5/tutorials/comet_logging_integration.md
  378. - Clearml Logging: yolov5/tutorials/clearml_logging_integration.md
  379. - Integrations:
  380. - integrations/index.md
  381. - Amazon SageMaker: integrations/amazon-sagemaker.md
  382. - ClearML: integrations/clearml.md
  383. - Comet ML: integrations/comet.md
  384. - CoreML: integrations/coreml.md
  385. - DVC: integrations/dvc.md
  386. - Google Colab: integrations/google-colab.md
  387. - Gradio: integrations/gradio.md
  388. - IBM Watsonx: integrations/ibm-watsonx.md
  389. - JupyterLab: integrations/jupyterlab.md
  390. - Kaggle: integrations/kaggle.md
  391. - MLflow: integrations/mlflow.md
  392. - Neural Magic: integrations/neural-magic.md
  393. - ONNX: integrations/onnx.md
  394. - OpenVINO: integrations/openvino.md
  395. - PaddlePaddle: integrations/paddlepaddle.md
  396. - MNN: integrations/mnn.md
  397. - NCNN: integrations/ncnn.md
  398. - Paperspace Gradient: integrations/paperspace.md
  399. - Ray Tune: integrations/ray-tune.md
  400. - Roboflow: integrations/roboflow.md
  401. - TF GraphDef: integrations/tf-graphdef.md
  402. - TF SavedModel: integrations/tf-savedmodel.md
  403. - TF.js: integrations/tfjs.md
  404. - TFLite: integrations/tflite.md
  405. - TFLite Edge TPU: integrations/edge-tpu.md
  406. - Sony IMX500: integrations/sony-imx500.md
  407. - TensorBoard: integrations/tensorboard.md
  408. - TensorRT: integrations/tensorrt.md
  409. - TorchScript: integrations/torchscript.md
  410. - VS Code: integrations/vscode.md
  411. - Weights & Biases: integrations/weights-biases.md
  412. - Albumentations: integrations/albumentations.md
  413. - SONY IMX500: integrations/sony-imx500.md
  414. - HUB:
  415. - hub/index.md
  416. - Web:
  417. - hub/index.md
  418. - Quickstart: hub/quickstart.md
  419. - Datasets: hub/datasets.md
  420. - Projects: hub/projects.md
  421. - Models: hub/models.md
  422. - Pro: hub/pro.md
  423. - Cloud Training: hub/cloud-training.md
  424. - Inference API: hub/inference-api.md
  425. - Teams: hub/teams.md
  426. - Integrations: hub/integrations.md
  427. - App:
  428. - hub/app/index.md
  429. - iOS: hub/app/ios.md
  430. - Android: hub/app/android.md
  431. - Python SDK:
  432. - hub/sdk/index.md
  433. - Quickstart: hub/sdk/quickstart.md
  434. - Model: hub/sdk/model.md
  435. - Dataset: hub/sdk/dataset.md
  436. - Project: hub/sdk/project.md
  437. - Reference:
  438. - base:
  439. - api_client: hub/sdk/reference/base/api_client.md
  440. - auth: hub/sdk/reference/base/auth.md
  441. - crud_client: hub/sdk/reference/base/crud_client.md
  442. - paginated_list: hub/sdk/reference/base/paginated_list.md
  443. - server_clients: hub/sdk/reference/base/server_clients.md
  444. - helpers:
  445. - error_handler: hub/sdk/reference/helpers/error_handler.md
  446. - exceptions: hub/sdk/reference/helpers/exceptions.md
  447. - logger: hub/sdk/reference/helpers/logger.md
  448. - utils: hub/sdk/reference/helpers/utils.md
  449. - hub_client: hub/sdk/reference/hub_client.md
  450. - modules:
  451. - datasets: hub/sdk/reference/modules/datasets.md
  452. - models: hub/sdk/reference/modules/models.md
  453. - projects: hub/sdk/reference/modules/projects.md
  454. - teams: hub/sdk/reference/modules/teams.md
  455. - users: hub/sdk/reference/modules/users.md
  456. - REST API:
  457. - hub/api/index.md
  458. - Reference:
  459. - cfg:
  460. - __init__: reference/cfg/__init__.md
  461. - data:
  462. - annotator: reference/data/annotator.md
  463. - augment: reference/data/augment.md
  464. - base: reference/data/base.md
  465. - build: reference/data/build.md
  466. - converter: reference/data/converter.md
  467. - dataset: reference/data/dataset.md
  468. - loaders: reference/data/loaders.md
  469. - split_dota: reference/data/split_dota.md
  470. - utils: reference/data/utils.md
  471. - engine:
  472. - exporter: reference/engine/exporter.md
  473. - model: reference/engine/model.md
  474. - predictor: reference/engine/predictor.md
  475. - results: reference/engine/results.md
  476. - trainer: reference/engine/trainer.md
  477. - tuner: reference/engine/tuner.md
  478. - validator: reference/engine/validator.md
  479. - hub:
  480. - __init__: reference/hub/__init__.md
  481. - auth: reference/hub/auth.md
  482. - google:
  483. - __init__: reference/hub/google/__init__.md
  484. - session: reference/hub/session.md
  485. - utils: reference/hub/utils.md
  486. - models:
  487. - fastsam:
  488. - model: reference/models/fastsam/model.md
  489. - predict: reference/models/fastsam/predict.md
  490. - utils: reference/models/fastsam/utils.md
  491. - val: reference/models/fastsam/val.md
  492. - nas:
  493. - model: reference/models/nas/model.md
  494. - predict: reference/models/nas/predict.md
  495. - val: reference/models/nas/val.md
  496. - rtdetr:
  497. - model: reference/models/rtdetr/model.md
  498. - predict: reference/models/rtdetr/predict.md
  499. - train: reference/models/rtdetr/train.md
  500. - val: reference/models/rtdetr/val.md
  501. - sam:
  502. - amg: reference/models/sam/amg.md
  503. - build: reference/models/sam/build.md
  504. - model: reference/models/sam/model.md
  505. - modules:
  506. - blocks: reference/models/sam/modules/blocks.md
  507. - decoders: reference/models/sam/modules/decoders.md
  508. - encoders: reference/models/sam/modules/encoders.md
  509. - memory_attention: reference/models/sam/modules/memory_attention.md
  510. - sam: reference/models/sam/modules/sam.md
  511. - tiny_encoder: reference/models/sam/modules/tiny_encoder.md
  512. - transformer: reference/models/sam/modules/transformer.md
  513. - utils: reference/models/sam/modules/utils.md
  514. - predict: reference/models/sam/predict.md
  515. - utils:
  516. - loss: reference/models/utils/loss.md
  517. - ops: reference/models/utils/ops.md
  518. - yolo:
  519. - classify:
  520. - predict: reference/models/yolo/classify/predict.md
  521. - train: reference/models/yolo/classify/train.md
  522. - val: reference/models/yolo/classify/val.md
  523. - detect:
  524. - predict: reference/models/yolo/detect/predict.md
  525. - train: reference/models/yolo/detect/train.md
  526. - val: reference/models/yolo/detect/val.md
  527. - model: reference/models/yolo/model.md
  528. - obb:
  529. - predict: reference/models/yolo/obb/predict.md
  530. - train: reference/models/yolo/obb/train.md
  531. - val: reference/models/yolo/obb/val.md
  532. - pose:
  533. - predict: reference/models/yolo/pose/predict.md
  534. - train: reference/models/yolo/pose/train.md
  535. - val: reference/models/yolo/pose/val.md
  536. - segment:
  537. - predict: reference/models/yolo/segment/predict.md
  538. - train: reference/models/yolo/segment/train.md
  539. - val: reference/models/yolo/segment/val.md
  540. - world:
  541. - train: reference/models/yolo/world/train.md
  542. - train_world: reference/models/yolo/world/train_world.md
  543. - nn:
  544. - autobackend: reference/nn/autobackend.md
  545. - modules:
  546. - activation: reference/nn/modules/activation.md
  547. - block: reference/nn/modules/block.md
  548. - conv: reference/nn/modules/conv.md
  549. - head: reference/nn/modules/head.md
  550. - transformer: reference/nn/modules/transformer.md
  551. - utils: reference/nn/modules/utils.md
  552. - tasks: reference/nn/tasks.md
  553. - solutions:
  554. - ai_gym: reference/solutions/ai_gym.md
  555. - analytics: reference/solutions/analytics.md
  556. - distance_calculation: reference/solutions/distance_calculation.md
  557. - heatmap: reference/solutions/heatmap.md
  558. - object_counter: reference/solutions/object_counter.md
  559. - parking_management: reference/solutions/parking_management.md
  560. - queue_management: reference/solutions/queue_management.md
  561. - solutions: reference/solutions/solutions.md
  562. - speed_estimation: reference/solutions/speed_estimation.md
  563. - streamlit_inference: reference/solutions/streamlit_inference.md
  564. - region_counter: reference/solutions/region_counter.md
  565. - trackers:
  566. - basetrack: reference/trackers/basetrack.md
  567. - bot_sort: reference/trackers/bot_sort.md
  568. - byte_tracker: reference/trackers/byte_tracker.md
  569. - track: reference/trackers/track.md
  570. - utils:
  571. - gmc: reference/trackers/utils/gmc.md
  572. - kalman_filter: reference/trackers/utils/kalman_filter.md
  573. - matching: reference/trackers/utils/matching.md
  574. - utils:
  575. - __init__: reference/utils/__init__.md
  576. - autobatch: reference/utils/autobatch.md
  577. - benchmarks: reference/utils/benchmarks.md
  578. - callbacks:
  579. - base: reference/utils/callbacks/base.md
  580. - clearml: reference/utils/callbacks/clearml.md
  581. - comet: reference/utils/callbacks/comet.md
  582. - dvc: reference/utils/callbacks/dvc.md
  583. - hub: reference/utils/callbacks/hub.md
  584. - mlflow: reference/utils/callbacks/mlflow.md
  585. - neptune: reference/utils/callbacks/neptune.md
  586. - raytune: reference/utils/callbacks/raytune.md
  587. - tensorboard: reference/utils/callbacks/tensorboard.md
  588. - wb: reference/utils/callbacks/wb.md
  589. - checks: reference/utils/checks.md
  590. - dist: reference/utils/dist.md
  591. - downloads: reference/utils/downloads.md
  592. - errors: reference/utils/errors.md
  593. - files: reference/utils/files.md
  594. - instance: reference/utils/instance.md
  595. - loss: reference/utils/loss.md
  596. - metrics: reference/utils/metrics.md
  597. - ops: reference/utils/ops.md
  598. - patches: reference/utils/patches.md
  599. - plotting: reference/utils/plotting.md
  600. - tal: reference/utils/tal.md
  601. - torch_utils: reference/utils/torch_utils.md
  602. - triton: reference/utils/triton.md
  603. - tuner: reference/utils/tuner.md
  604. - Help:
  605. - Help: help/index.md
  606. - Frequently Asked Questions (FAQ): help/FAQ.md
  607. - Contributing Guide: help/contributing.md
  608. - Continuous Integration (CI) Guide: help/CI.md
  609. - Contributor License Agreement (CLA): help/CLA.md
  610. - Minimum Reproducible Example (MRE) Guide: help/minimum_reproducible_example.md
  611. - Code of Conduct: help/code_of_conduct.md
  612. - Environmental, Health and Safety (EHS) Policy: help/environmental-health-safety.md
  613. - Security Policy: help/security.md
  614. - Privacy Policy: help/privacy.md
  615. # Plugins including 301 redirects navigation ---------------------------------------------------------------------------
  616. plugins:
  617. - macros
  618. - search:
  619. lang: en
  620. - mkdocstrings:
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  622. default_handler: python
  623. handlers:
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  649. hi/index.md: index.md
  650. nl/index.md: index.md
  651. callbacks.md: usage/callbacks.md
  652. cfg.md: usage/cfg.md
  653. cli.md: usage/cli.md
  654. config.md: usage/cfg.md
  655. engine.md: usage/engine.md
  656. environments/AWS-Quickstart.md: yolov5/environments/aws_quickstart_tutorial.md
  657. environments/Docker-Quickstart.md: yolov5/environments/docker_image_quickstart_tutorial.md
  658. environments/GCP-Quickstart.md: yolov5/environments/google_cloud_quickstart_tutorial.md
  659. FAQ/augmentation.md: yolov5/tutorials/tips_for_best_training_results.md
  660. package-framework.md: index.md
  661. package-framework/mock_detector.md: index.md
  662. predict.md: modes/predict.md
  663. python.md: usage/python.md
  664. quick-start.md: quickstart.md
  665. app.md: hub/app/index.md
  666. sdk.md: index.md
  667. hub/inference_api.md: hub/inference-api.md
  668. usage/hyperparameter_tuning.md: integrations/ray-tune.md
  669. models/sam2.md: models/sam-2.md
  670. reference/base_pred.md: reference/engine/predictor.md
  671. reference/base_trainer.md: reference/engine/trainer.md
  672. reference/exporter.md: reference/engine/exporter.md
  673. reference/model.md: reference/engine/model.md
  674. reference/nn.md: reference/nn/modules/head.md
  675. reference/ops.md: reference/utils/ops.md
  676. reference/results.md: reference/engine/results.md
  677. reference/base_val.md: index.md
  678. reference/index.md: reference/cfg/__init__.md
  679. tasks/classification.md: tasks/classify.md
  680. tasks/detection.md: tasks/detect.md
  681. tasks/segmentation.md: tasks/segment.md
  682. tasks/keypoints.md: tasks/pose.md
  683. tasks/tracking.md: modes/track.md
  684. SECURITY.md: help/security.md
  685. tutorials/architecture-summary.md: yolov5/tutorials/architecture_description.md
  686. tutorials/clearml-logging.md: yolov5/tutorials/clearml_logging_integration.md
  687. tutorials/comet-logging.md: yolov5/tutorials/comet_logging_integration.md
  688. tutorials/hyperparameter-evolution.md: yolov5/tutorials/hyperparameter_evolution.md
  689. tutorials/model-ensembling.md: yolov5/tutorials/model_ensembling.md
  690. tutorials/multi-gpu-training.md: yolov5/tutorials/multi_gpu_training.md
  691. tutorials/nvidia-jetson.md: guides/nvidia-jetson.md
  692. tutorials/pruning-sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
  693. tutorials/pytorch-hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
  694. tutorials/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
  695. tutorials/test-time-augmentation.md: yolov5/tutorials/test_time_augmentation.md
  696. tutorials/torchscript-onnx-coreml-export.md: yolov5/tutorials/model_export.md
  697. tutorials/train-custom-datasets.md: yolov5/tutorials/train_custom_data.md
  698. tutorials/training-tips-best-results.md: yolov5/tutorials/tips_for_best_training_results.md
  699. tutorials/transfer-learning-froze-layers.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
  700. tutorials/weights-and-biasis-logging.md: yolov5/tutorials/comet_logging_integration.md
  701. yolov5/pytorch_hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
  702. yolov5/hyp_evolution.md: yolov5/tutorials/hyperparameter_evolution.md
  703. yolov5/pruning_sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
  704. yolov5/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
  705. yolov5/comet.md: yolov5/tutorials/comet_logging_integration.md
  706. yolov5/clearml.md: yolov5/tutorials/clearml_logging_integration.md
  707. yolov5/tta.md: yolov5/tutorials/test_time_augmentation.md
  708. yolov5/multi_gpu_training.md: yolov5/tutorials/multi_gpu_training.md
  709. yolov5/ensemble.md: yolov5/tutorials/model_ensembling.md
  710. yolov5/jetson_nano.md: guides/nvidia-jetson.md
  711. yolov5/transfer_learn_frozen.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
  712. yolov5/neural_magic.md: yolov5/tutorials/neural_magic_pruning_quantization.md
  713. yolov5/train_custom_data.md: yolov5/tutorials/train_custom_data.md
  714. yolov5/architecture.md: yolov5/tutorials/architecture_description.md
  715. yolov5/export.md: yolov5/tutorials/model_export.md
  716. yolov5/yolov5_quickstart_tutorial.md: yolov5/quickstart_tutorial.md
  717. yolov5/tips_for_best_training_results.md: yolov5/tutorials/tips_for_best_training_results.md
  718. yolov5/tutorials/yolov5_neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
  719. yolov5/tutorials/model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
  720. yolov5/tutorials/pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
  721. yolov5/tutorials/yolov5_architecture_tutorial.md: yolov5/tutorials/architecture_description.md
  722. yolov5/tutorials/multi_gpu_training_tutorial.md: yolov5/tutorials/multi_gpu_training.md
  723. yolov5/tutorials/yolov5_pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
  724. yolov5/tutorials/model_export_tutorial.md: yolov5/tutorials/model_export.md
  725. yolov5/tutorials/jetson_nano_tutorial.md: guides/nvidia-jetson.md
  726. yolov5/tutorials/yolov5_model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
  727. yolov5/tutorials/roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
  728. yolov5/tutorials/pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
  729. yolov5/tutorials/yolov5_transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
  730. yolov5/tutorials/transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
  731. yolov5/tutorials/yolov5_model_export_tutorial.md: yolov5/tutorials/model_export.md
  732. yolov5/tutorials/neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
  733. yolov5/tutorials/yolov5_clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
  734. yolov5/tutorials/yolov5_train_custom_data.md: yolov5/tutorials/train_custom_data.md
  735. yolov5/tutorials/comet_integration_tutorial.md: yolov5/tutorials/comet_logging_integration.md
  736. yolov5/tutorials/yolov5_pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
  737. yolov5/tutorials/yolov5_jetson_nano_tutorial.md: guides/nvidia-jetson.md
  738. yolov5/tutorials/running_on_jetson_nano.md: guides/nvidia-jetson.md
  739. yolov5/tutorials/yolov5_roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
  740. yolov5/tutorials/hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
  741. yolov5/tutorials/yolov5_hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
  742. yolov5/tutorials/clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
  743. yolov5/tutorials/test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
  744. yolov5/tutorials/yolov5_test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
  745. yolov5/environments/yolov5_amazon_web_services_quickstart_tutorial.md: yolov5/environments/aws_quickstart_tutorial.md
  746. yolov5/environments/yolov5_google_cloud_platform_quickstart_tutorial.md: yolov5/environments/google_cloud_quickstart_tutorial.md
  747. yolov5/environments/yolov5_docker_image_quickstart_tutorial.md: yolov5/environments/docker_image_quickstart_tutorial.md
  748. reference/data/explorer/explorer.md: datasets/explorer/index.md
  749. reference/data/explorer/gui/dash.md: datasets/explorer/index.md
  750. reference/data/explorer/utils.md: datasets/explorer/index.md
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