123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723 |
- # Ultralytics YOLO 🚀, AGPL-3.0 license
- # Configuration file for building the Ultralytics YOLO documentation site using MkDocs.
- # Provides settings to control site metadata, customize the appearance using the
- # Material theme, define the navigation structure, and enable various plugins.
- # Site metadata
- site_name: Ultralytics YOLO Docs
- site_description: Explore Ultralytics YOLO, a cutting-edge real-time object detection and image segmentation model for various applications and hardware platforms.
- site_url: https://docs.ultralytics.com
- site_author: Ultralytics
- repo_url: https://github.com/ultralytics/ultralytics
- edit_uri: https://github.com/ultralytics/ultralytics/tree/main/docs/en/
- repo_name: ultralytics/ultralytics
- remote_name: https://github.com/ultralytics/docs
- docs_dir: "docs/en/" # where to find the markdown files
- site_dir: "site/" # where to publish to
- # Theme customization
- theme:
- name: material
- language: en
- custom_dir: docs/overrides/
- logo: https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Reverse.svg
- favicon: assets/favicon.ico
- icon:
- repo: fontawesome/brands/github
- # font: # disabled for faster page load times
- # text: Helvetica
- # code: Roboto Mono
- palette:
- - media: "(prefers-color-scheme)"
- toggle:
- icon: material/brightness-auto
- name: Switch to light mode
- - media: "(prefers-color-scheme: dark)"
- scheme: slate
- primary: black
- accent: indigo
- toggle:
- icon: material/brightness-4
- name: Switch to system preference
- - media: "(prefers-color-scheme: light)"
- scheme: default
- primary: indigo
- accent: indigo
- toggle:
- icon: material/brightness-7
- name: Switch to dark mode
- features:
- - content.action.edit
- - content.code.annotate
- - content.code.copy
- - content.tooltips
- - search.highlight
- - search.share
- - search.suggest
- - toc.follow
- - navigation.top
- - navigation.tabs
- - navigation.tabs.sticky
- - navigation.prune
- - navigation.footer
- - navigation.tracking
- - navigation.instant
- - navigation.instant.progress
- - navigation.indexes
- - navigation.sections # navigation.expand or navigation.sections
- - content.tabs.link # all code tabs change simultaneously
- # Customization
- copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
- extra: # version:
- # provider: mike # version drop-down menu
- robots: robots.txt
- analytics:
- provider: google
- property: G-2M5EHKC0BH
- social:
- - icon: fontawesome/brands/github
- link: https://github.com/ultralytics
- - icon: fontawesome/brands/linkedin
- link: https://www.linkedin.com/company/ultralytics/
- - icon: fontawesome/brands/x-twitter
- link: https://twitter.com/ultralytics
- - icon: fontawesome/brands/youtube
- link: https://youtube.com/ultralytics?sub_confirmation=1
- - icon: fontawesome/brands/docker
- link: https://hub.docker.com/r/ultralytics/ultralytics/
- - icon: fontawesome/brands/python
- link: https://pypi.org/project/ultralytics/
- - icon: fontawesome/brands/discord
- link: https://ultralytics.com/discord
- extra_css:
- - stylesheets/style.css
- extra_javascript:
- - javascript/extra.js
- markdown_extensions:
- - admonition
- - md_in_html
- - tables
- - attr_list
- - def_list
- - pymdownx.critic
- - pymdownx.caret
- - pymdownx.keys
- - pymdownx.mark
- - pymdownx.tilde
- - pymdownx.details
- - pymdownx.superfences
- - pymdownx.inlinehilite
- - pymdownx.highlight:
- anchor_linenums: true
- - pymdownx.snippets:
- base_path: ./
- - pymdownx.emoji:
- emoji_index: !!python/name:material.extensions.emoji.twemoji
- emoji_generator: !!python/name:material.extensions.emoji.to_svg
- - pymdownx.tabbed:
- alternate_style: true
- # Validation settings https://www.mkdocs.org/user-guide/configuration/#validation
- validation:
- nav:
- omitted_files: info
- not_found: warn
- absolute_links: info
- links:
- absolute_links: relative_to_docs
- anchors: warn
- unrecognized_links: warn
- # Primary navigation ---------------------------------------------------------------------------------------------------
- nav:
- - Home:
- - Home: index.md
- - Quickstart: quickstart.md
- - Modes:
- - modes/index.md
- - Train: modes/train.md
- - Val: modes/val.md
- - Predict: modes/predict.md
- - Export: modes/export.md
- - Track: modes/track.md
- - Benchmark: modes/benchmark.md
- - Tasks:
- - tasks/index.md
- - Detect: tasks/detect.md
- - Segment: tasks/segment.md
- - Classify: tasks/classify.md
- - Pose: tasks/pose.md
- - OBB: tasks/obb.md
- - Models:
- - models/index.md
- - Datasets:
- - datasets/index.md
- - Solutions:
- - solutions/index.md
- - Guides:
- - guides/index.md
- - Explorer:
- - datasets/explorer/index.md
- - NEW 🚀 Live Inference: guides/streamlit-live-inference.md # for promotion of new pages
- - Languages:
- - 🇬🇧  English: https://ultralytics.com/docs/
- - 🇨🇳  简体中文: https://docs.ultralytics.com/zh/
- - 🇰🇷  한국어: https://docs.ultralytics.com/ko/
- - 🇯🇵  日本語: https://docs.ultralytics.com/ja/
- - 🇷🇺  Русский: https://docs.ultralytics.com/ru/
- - 🇩🇪  Deutsch: https://docs.ultralytics.com/de/
- - 🇫🇷  Français: https://docs.ultralytics.com/fr/
- - 🇪🇸  Español: https://docs.ultralytics.com/es/
- - 🇵🇹  Português: https://docs.ultralytics.com/pt/
- - 🇮🇹  Italiano: https://docs.ultralytics.com/it/
- - 🇳🇱  Nederlands: https://docs.ultralytics.com/nl/
- - 🇹🇷  Türkçe: https://docs.ultralytics.com/tr/
- - 🇻🇳  Tiếng Việt: https://docs.ultralytics.com/vi/
- - 🇮🇳  हिन्दी: https://docs.ultralytics.com/hi/
- - 🇸🇦  العربية: https://docs.ultralytics.com/ar/
- - Quickstart:
- - quickstart.md
- - Usage:
- - CLI: usage/cli.md
- - Python: usage/python.md
- - Callbacks: usage/callbacks.md
- - Configuration: usage/cfg.md
- - Simple Utilities: usage/simple-utilities.md
- - Advanced Customization: usage/engine.md
- - Modes:
- - modes/index.md
- - Train: modes/train.md
- - Val: modes/val.md
- - Predict: modes/predict.md
- - Export: modes/export.md
- - Track: modes/track.md
- - Benchmark: modes/benchmark.md
- - Tasks:
- - tasks/index.md
- - Detect: tasks/detect.md
- - Segment: tasks/segment.md
- - Classify: tasks/classify.md
- - Pose: tasks/pose.md
- - OBB: tasks/obb.md
- - Models:
- - models/index.md
- - Datasets:
- - datasets/index.md
- - Solutions:
- - solutions/index.md
- - Guides:
- - guides/index.md
- - Explorer:
- - datasets/explorer/index.md
- - Modes:
- - modes/index.md
- - Train: modes/train.md
- - Val: modes/val.md
- - Predict: modes/predict.md
- - Export: modes/export.md
- - Track: modes/track.md
- - Benchmark: modes/benchmark.md
- - Tasks:
- - tasks/index.md
- - Detect: tasks/detect.md
- - Segment: tasks/segment.md
- - Classify: tasks/classify.md
- - Pose: tasks/pose.md
- - OBB: tasks/obb.md
- - Models:
- - models/index.md
- - YOLOv3: models/yolov3.md
- - YOLOv4: models/yolov4.md
- - YOLOv5: models/yolov5.md
- - YOLOv6: models/yolov6.md
- - YOLOv7: models/yolov7.md
- - YOLOv8: models/yolov8.md
- - YOLOv9: models/yolov9.md
- - YOLOv10: models/yolov10.md
- - SAM (Segment Anything Model): models/sam.md
- - MobileSAM (Mobile Segment Anything Model): models/mobile-sam.md
- - FastSAM (Fast Segment Anything Model): models/fast-sam.md
- - YOLO-NAS (Neural Architecture Search): models/yolo-nas.md
- - RT-DETR (Realtime Detection Transformer): models/rtdetr.md
- - YOLO-World (Real-Time Open-Vocabulary Object Detection): models/yolo-world.md
- - Datasets:
- - datasets/index.md
- - Explorer:
- - datasets/explorer/index.md
- - Explorer API: datasets/explorer/api.md
- - Explorer Dashboard: datasets/explorer/dashboard.md
- - VOC Exploration Example: datasets/explorer/explorer.ipynb
- - Detection:
- - datasets/detect/index.md
- - Argoverse: datasets/detect/argoverse.md
- - COCO: datasets/detect/coco.md
- - LVIS: datasets/detect/lvis.md
- - COCO8: datasets/detect/coco8.md
- - GlobalWheat2020: datasets/detect/globalwheat2020.md
- - Objects365: datasets/detect/objects365.md
- - OpenImagesV7: datasets/detect/open-images-v7.md
- - SKU-110K: datasets/detect/sku-110k.md
- - VisDrone: datasets/detect/visdrone.md
- - VOC: datasets/detect/voc.md
- - xView: datasets/detect/xview.md
- - Roboflow 100: datasets/detect/roboflow-100.md
- - Brain-tumor: datasets/detect/brain-tumor.md
- - African-wildlife: datasets/detect/african-wildlife.md
- - Signature: datasets/detect/signature.md
- - Segmentation:
- - datasets/segment/index.md
- - COCO: datasets/segment/coco.md
- - COCO8-seg: datasets/segment/coco8-seg.md
- - Crack-seg: datasets/segment/crack-seg.md
- - Carparts-seg: datasets/segment/carparts-seg.md
- - Package-seg: datasets/segment/package-seg.md
- - Pose:
- - datasets/pose/index.md
- - COCO: datasets/pose/coco.md
- - COCO8-pose: datasets/pose/coco8-pose.md
- - Tiger-pose: datasets/pose/tiger-pose.md
- - Classification:
- - datasets/classify/index.md
- - Caltech 101: datasets/classify/caltech101.md
- - Caltech 256: datasets/classify/caltech256.md
- - CIFAR-10: datasets/classify/cifar10.md
- - CIFAR-100: datasets/classify/cifar100.md
- - Fashion-MNIST: datasets/classify/fashion-mnist.md
- - ImageNet: datasets/classify/imagenet.md
- - ImageNet-10: datasets/classify/imagenet10.md
- - Imagenette: datasets/classify/imagenette.md
- - Imagewoof: datasets/classify/imagewoof.md
- - MNIST: datasets/classify/mnist.md
- - Oriented Bounding Boxes (OBB):
- - datasets/obb/index.md
- - DOTAv2: datasets/obb/dota-v2.md
- - DOTA8: datasets/obb/dota8.md
- - Multi-Object Tracking:
- - datasets/track/index.md
- - NEW 🚀 Solutions:
- - solutions/index.md
- - Analytics: guides/analytics.md
- - Object Counting: guides/object-counting.md
- - Object Cropping: guides/object-cropping.md
- - Object Blurring: guides/object-blurring.md
- - Workouts Monitoring: guides/workouts-monitoring.md
- - Objects Counting in Regions: guides/region-counting.md
- - Security Alarm System: guides/security-alarm-system.md
- - Heatmaps: guides/heatmaps.md
- - Instance Segmentation with Object Tracking: guides/instance-segmentation-and-tracking.md
- - VisionEye Mapping: guides/vision-eye.md
- - Speed Estimation: guides/speed-estimation.md
- - Distance Calculation: guides/distance-calculation.md
- - Queue Management: guides/queue-management.md
- - Parking Management: guides/parking-management.md
- - NEW 🚀 Live Inference: guides/streamlit-live-inference.md
- - Guides:
- - guides/index.md
- - YOLO Common Issues: guides/yolo-common-issues.md
- - YOLO Performance Metrics: guides/yolo-performance-metrics.md
- - YOLO Thread-Safe Inference: guides/yolo-thread-safe-inference.md
- - Model Deployment Options: guides/model-deployment-options.md
- - K-Fold Cross Validation: guides/kfold-cross-validation.md
- - Hyperparameter Tuning: guides/hyperparameter-tuning.md
- - SAHI Tiled Inference: guides/sahi-tiled-inference.md
- - AzureML Quickstart: guides/azureml-quickstart.md
- - Conda Quickstart: guides/conda-quickstart.md
- - Docker Quickstart: guides/docker-quickstart.md
- - Raspberry Pi: guides/raspberry-pi.md
- - NVIDIA Jetson: guides/nvidia-jetson.md
- - DeepStream on NVIDIA Jetson: guides/deepstream-nvidia-jetson.md
- - Triton Inference Server: guides/triton-inference-server.md
- - Isolating Segmentation Objects: guides/isolating-segmentation-objects.md
- - Edge TPU on Raspberry Pi: guides/coral-edge-tpu-on-raspberry-pi.md
- - Viewing Inference Images in a Terminal: guides/view-results-in-terminal.md
- - OpenVINO Latency vs Throughput modes: guides/optimizing-openvino-latency-vs-throughput-modes.md
- - ROS Quickstart: guides/ros-quickstart.md
- - Steps of a Computer Vision Project: guides/steps-of-a-cv-project.md
- - Defining A Computer Vision Project's Goals: guides/defining-project-goals.md
- - Data Collection and Annotation: guides/data-collection-and-annotation.md
- - Preprocessing Annotated Data: guides/preprocessing_annotated_data.md
- - Tips for Model Training: guides/model-training-tips.md
- - Insights on Model Evaluation and Fine-Tuning: guides/model-evaluation-insights.md
- - A Guide on Model Testing: guides/model-testing.md
- - Best Practices for Model Deployment: guides/model-deployment-practices.md
- - Explorer:
- - datasets/explorer/index.md
- - Explorer API: datasets/explorer/api.md
- - Explorer Dashboard Demo: datasets/explorer/dashboard.md
- - VOC Exploration Example: datasets/explorer/explorer.ipynb
- - YOLOv5:
- - yolov5/index.md
- - Quickstart: yolov5/quickstart_tutorial.md
- - Environments:
- - Amazon Web Services (AWS): yolov5/environments/aws_quickstart_tutorial.md
- - Google Cloud (GCP): yolov5/environments/google_cloud_quickstart_tutorial.md
- - AzureML: yolov5/environments/azureml_quickstart_tutorial.md
- - Docker Image: yolov5/environments/docker_image_quickstart_tutorial.md
- - Tutorials:
- - Train Custom Data: yolov5/tutorials/train_custom_data.md
- - Tips for Best Training Results: yolov5/tutorials/tips_for_best_training_results.md
- - Multi-GPU Training: yolov5/tutorials/multi_gpu_training.md
- - PyTorch Hub: yolov5/tutorials/pytorch_hub_model_loading.md
- - TFLite, ONNX, CoreML, TensorRT Export: yolov5/tutorials/model_export.md
- - Test-Time Augmentation (TTA): yolov5/tutorials/test_time_augmentation.md
- - Model Ensembling: yolov5/tutorials/model_ensembling.md
- - Pruning/Sparsity Tutorial: yolov5/tutorials/model_pruning_and_sparsity.md
- - Hyperparameter evolution: yolov5/tutorials/hyperparameter_evolution.md
- - Transfer learning with frozen layers: yolov5/tutorials/transfer_learning_with_frozen_layers.md
- - Architecture Summary: yolov5/tutorials/architecture_description.md
- - Roboflow Datasets: yolov5/tutorials/roboflow_datasets_integration.md
- - Neural Magic's DeepSparse: yolov5/tutorials/neural_magic_pruning_quantization.md
- - Comet Logging: yolov5/tutorials/comet_logging_integration.md
- - Clearml Logging: yolov5/tutorials/clearml_logging_integration.md
- - Integrations:
- - integrations/index.md
- - TorchScript: integrations/torchscript.md
- - ONNX: integrations/onnx.md
- - OpenVINO: integrations/openvino.md
- - TensorRT: integrations/tensorrt.md
- - CoreML: integrations/coreml.md
- - TF SavedModel: integrations/tf-savedmodel.md
- - TF GraphDef: integrations/tf-graphdef.md
- - TFLite: integrations/tflite.md
- - TFLite Edge TPU: integrations/edge-tpu.md
- - TF.js: integrations/tfjs.md
- - PaddlePaddle: integrations/paddlepaddle.md
- - NCNN: integrations/ncnn.md
- - Comet ML: integrations/comet.md
- - Ray Tune: integrations/ray-tune.md
- - Roboflow: integrations/roboflow.md
- - MLflow: integrations/mlflow.md
- - ClearML: integrations/clearml.md
- - DVC: integrations/dvc.md
- - Weights & Biases: integrations/weights-biases.md
- - Neural Magic: integrations/neural-magic.md
- - Gradio: integrations/gradio.md
- - TensorBoard: integrations/tensorboard.md
- - Amazon SageMaker: integrations/amazon-sagemaker.md
- - Paperspace Gradient: integrations/paperspace.md
- - Google Colab: integrations/google-colab.md
- - HUB:
- - hub/index.md
- - Web:
- - hub/index.md
- - Quickstart: hub/quickstart.md
- - Datasets: hub/datasets.md
- - Projects: hub/projects.md
- - Models: hub/models.md
- - Pro: hub/pro.md
- - Cloud Training: hub/cloud-training.md
- - Inference API: hub/inference-api.md
- - Teams: hub/teams.md
- - Integrations: hub/integrations.md
- - App:
- - hub/app/index.md
- - iOS: hub/app/ios.md
- - Android: hub/app/android.md
- - Python SDK:
- - hub/sdk/index.md
- - Quickstart: hub/sdk/quickstart.md
- - Model: hub/sdk/model.md
- - Dataset: hub/sdk/dataset.md
- - Project: hub/sdk/project.md
- - Reference:
- - base:
- - api_client: hub/sdk/reference/base/api_client.md
- - auth: hub/sdk/reference/base/auth.md
- - crud_client: hub/sdk/reference/base/crud_client.md
- - paginated_list: hub/sdk/reference/base/paginated_list.md
- - server_clients: hub/sdk/reference/base/server_clients.md
- - helpers:
- - error_handler: hub/sdk/reference/helpers/error_handler.md
- - exceptions: hub/sdk/reference/helpers/exceptions.md
- - logger: hub/sdk/reference/helpers/logger.md
- - utils: hub/sdk/reference/helpers/utils.md
- - hub_client: hub/sdk/reference/hub_client.md
- - modules:
- - datasets: hub/sdk/reference/modules/datasets.md
- - models: hub/sdk/reference/modules/models.md
- - projects: hub/sdk/reference/modules/projects.md
- - teams: hub/sdk/reference/modules/teams.md
- - users: hub/sdk/reference/modules/users.md
- - REST API:
- - hub/api/index.md
- - Reference:
- - cfg:
- - __init__: reference/cfg/__init__.md
- - data:
- - annotator: reference/data/annotator.md
- - augment: reference/data/augment.md
- - base: reference/data/base.md
- - build: reference/data/build.md
- - converter: reference/data/converter.md
- - dataset: reference/data/dataset.md
- - explorer:
- - explorer: reference/data/explorer/explorer.md
- - gui:
- - dash: reference/data/explorer/gui/dash.md
- - utils: reference/data/explorer/utils.md
- - loaders: reference/data/loaders.md
- - split_dota: reference/data/split_dota.md
- - utils: reference/data/utils.md
- - engine:
- - exporter: reference/engine/exporter.md
- - model: reference/engine/model.md
- - predictor: reference/engine/predictor.md
- - results: reference/engine/results.md
- - trainer: reference/engine/trainer.md
- - tuner: reference/engine/tuner.md
- - validator: reference/engine/validator.md
- - hub:
- - __init__: reference/hub/__init__.md
- - auth: reference/hub/auth.md
- - session: reference/hub/session.md
- - utils: reference/hub/utils.md
- - models:
- - fastsam:
- - model: reference/models/fastsam/model.md
- - predict: reference/models/fastsam/predict.md
- - prompt: reference/models/fastsam/prompt.md
- - utils: reference/models/fastsam/utils.md
- - val: reference/models/fastsam/val.md
- - nas:
- - model: reference/models/nas/model.md
- - predict: reference/models/nas/predict.md
- - val: reference/models/nas/val.md
- - rtdetr:
- - model: reference/models/rtdetr/model.md
- - predict: reference/models/rtdetr/predict.md
- - train: reference/models/rtdetr/train.md
- - val: reference/models/rtdetr/val.md
- - sam:
- - amg: reference/models/sam/amg.md
- - build: reference/models/sam/build.md
- - model: reference/models/sam/model.md
- - modules:
- - decoders: reference/models/sam/modules/decoders.md
- - encoders: reference/models/sam/modules/encoders.md
- - sam: reference/models/sam/modules/sam.md
- - tiny_encoder: reference/models/sam/modules/tiny_encoder.md
- - transformer: reference/models/sam/modules/transformer.md
- - predict: reference/models/sam/predict.md
- - utils:
- - loss: reference/models/utils/loss.md
- - ops: reference/models/utils/ops.md
- - yolo:
- - classify:
- - predict: reference/models/yolo/classify/predict.md
- - train: reference/models/yolo/classify/train.md
- - val: reference/models/yolo/classify/val.md
- - detect:
- - predict: reference/models/yolo/detect/predict.md
- - train: reference/models/yolo/detect/train.md
- - val: reference/models/yolo/detect/val.md
- - model: reference/models/yolo/model.md
- - obb:
- - predict: reference/models/yolo/obb/predict.md
- - train: reference/models/yolo/obb/train.md
- - val: reference/models/yolo/obb/val.md
- - pose:
- - predict: reference/models/yolo/pose/predict.md
- - train: reference/models/yolo/pose/train.md
- - val: reference/models/yolo/pose/val.md
- - segment:
- - predict: reference/models/yolo/segment/predict.md
- - train: reference/models/yolo/segment/train.md
- - val: reference/models/yolo/segment/val.md
- - world:
- - train: reference/models/yolo/world/train.md
- - train_world: reference/models/yolo/world/train_world.md
- - nn:
- - autobackend: reference/nn/autobackend.md
- - modules:
- - block: reference/nn/modules/block.md
- - conv: reference/nn/modules/conv.md
- - head: reference/nn/modules/head.md
- - transformer: reference/nn/modules/transformer.md
- - utils: reference/nn/modules/utils.md
- - tasks: reference/nn/tasks.md
- - solutions:
- - ai_gym: reference/solutions/ai_gym.md
- - analytics: reference/solutions/analytics.md
- - distance_calculation: reference/solutions/distance_calculation.md
- - heatmap: reference/solutions/heatmap.md
- - object_counter: reference/solutions/object_counter.md
- - parking_management: reference/solutions/parking_management.md
- - queue_management: reference/solutions/queue_management.md
- - speed_estimation: reference/solutions/speed_estimation.md
- - streamlit_inference: reference/solutions/streamlit_inference.md
- - trackers:
- - basetrack: reference/trackers/basetrack.md
- - bot_sort: reference/trackers/bot_sort.md
- - byte_tracker: reference/trackers/byte_tracker.md
- - track: reference/trackers/track.md
- - utils:
- - gmc: reference/trackers/utils/gmc.md
- - kalman_filter: reference/trackers/utils/kalman_filter.md
- - matching: reference/trackers/utils/matching.md
- - utils:
- - __init__: reference/utils/__init__.md
- - autobatch: reference/utils/autobatch.md
- - benchmarks: reference/utils/benchmarks.md
- - callbacks:
- - base: reference/utils/callbacks/base.md
- - clearml: reference/utils/callbacks/clearml.md
- - comet: reference/utils/callbacks/comet.md
- - dvc: reference/utils/callbacks/dvc.md
- - hub: reference/utils/callbacks/hub.md
- - mlflow: reference/utils/callbacks/mlflow.md
- - neptune: reference/utils/callbacks/neptune.md
- - raytune: reference/utils/callbacks/raytune.md
- - tensorboard: reference/utils/callbacks/tensorboard.md
- - wb: reference/utils/callbacks/wb.md
- - checks: reference/utils/checks.md
- - dist: reference/utils/dist.md
- - downloads: reference/utils/downloads.md
- - errors: reference/utils/errors.md
- - files: reference/utils/files.md
- - instance: reference/utils/instance.md
- - loss: reference/utils/loss.md
- - metrics: reference/utils/metrics.md
- - ops: reference/utils/ops.md
- - patches: reference/utils/patches.md
- - plotting: reference/utils/plotting.md
- - tal: reference/utils/tal.md
- - torch_utils: reference/utils/torch_utils.md
- - triton: reference/utils/triton.md
- - tuner: reference/utils/tuner.md
- - Help:
- - Help: help/index.md
- - Frequently Asked Questions (FAQ): help/FAQ.md
- - Contributing Guide: help/contributing.md
- - Continuous Integration (CI) Guide: help/CI.md
- - Contributor License Agreement (CLA): help/CLA.md
- - Minimum Reproducible Example (MRE) Guide: help/minimum_reproducible_example.md
- - Code of Conduct: help/code_of_conduct.md
- - Environmental, Health and Safety (EHS) Policy: help/environmental-health-safety.md
- - Security Policy: help/security.md
- - Privacy Policy: help/privacy.md
- # Plugins including 301 redirects navigation ---------------------------------------------------------------------------
- plugins:
- - search:
- lang: en
- - mkdocstrings:
- enabled: true
- default_handler: python
- handlers:
- python:
- options:
- docstring_style: google
- show_root_heading: true
- show_source: true
- - ultralytics:
- add_desc: False
- add_image: True
- add_authors: True
- add_json_ld: True
- add_share_buttons: True
- default_image: https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png
- - mkdocs-jupyter
- - redirects:
- redirect_maps:
- callbacks.md: usage/callbacks.md
- cfg.md: usage/cfg.md
- cli.md: usage/cli.md
- config.md: usage/cfg.md
- engine.md: usage/engine.md
- environments/AWS-Quickstart.md: yolov5/environments/aws_quickstart_tutorial.md
- environments/Docker-Quickstart.md: yolov5/environments/docker_image_quickstart_tutorial.md
- environments/GCP-Quickstart.md: yolov5/environments/google_cloud_quickstart_tutorial.md
- FAQ/augmentation.md: yolov5/tutorials/tips_for_best_training_results.md
- package-framework.md: index.md
- package-framework/mock_detector.md: index.md
- predict.md: modes/predict.md
- python.md: usage/python.md
- quick-start.md: quickstart.md
- app.md: hub/app/index.md
- sdk.md: index.md
- hub/inference_api.md: hub/inference-api.md
- usage/hyperparameter_tuning.md: integrations/ray-tune.md
- reference/base_pred.md: reference/engine/predictor.md
- reference/base_trainer.md: reference/engine/trainer.md
- reference/exporter.md: reference/engine/exporter.md
- reference/model.md: reference/engine/model.md
- reference/nn.md: reference/nn/modules/head.md
- reference/ops.md: reference/utils/ops.md
- reference/results.md: reference/engine/results.md
- reference/base_val.md: index.md
- reference/index.md: reference/cfg/__init__.md
- tasks/classification.md: tasks/classify.md
- tasks/detection.md: tasks/detect.md
- tasks/segmentation.md: tasks/segment.md
- tasks/keypoints.md: tasks/pose.md
- tasks/tracking.md: modes/track.md
- SECURITY.md: help/security.md
- tutorials/architecture-summary.md: yolov5/tutorials/architecture_description.md
- tutorials/clearml-logging.md: yolov5/tutorials/clearml_logging_integration.md
- tutorials/comet-logging.md: yolov5/tutorials/comet_logging_integration.md
- tutorials/hyperparameter-evolution.md: yolov5/tutorials/hyperparameter_evolution.md
- tutorials/model-ensembling.md: yolov5/tutorials/model_ensembling.md
- tutorials/multi-gpu-training.md: yolov5/tutorials/multi_gpu_training.md
- tutorials/nvidia-jetson.md: guides/nvidia-jetson.md
- tutorials/pruning-sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
- tutorials/pytorch-hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
- tutorials/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
- tutorials/test-time-augmentation.md: yolov5/tutorials/test_time_augmentation.md
- tutorials/torchscript-onnx-coreml-export.md: yolov5/tutorials/model_export.md
- tutorials/train-custom-datasets.md: yolov5/tutorials/train_custom_data.md
- tutorials/training-tips-best-results.md: yolov5/tutorials/tips_for_best_training_results.md
- tutorials/transfer-learning-froze-layers.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
- tutorials/weights-and-biasis-logging.md: yolov5/tutorials/comet_logging_integration.md
- yolov5/pytorch_hub.md: yolov5/tutorials/pytorch_hub_model_loading.md
- yolov5/hyp_evolution.md: yolov5/tutorials/hyperparameter_evolution.md
- yolov5/pruning_sparsity.md: yolov5/tutorials/model_pruning_and_sparsity.md
- yolov5/roboflow.md: yolov5/tutorials/roboflow_datasets_integration.md
- yolov5/comet.md: yolov5/tutorials/comet_logging_integration.md
- yolov5/clearml.md: yolov5/tutorials/clearml_logging_integration.md
- yolov5/tta.md: yolov5/tutorials/test_time_augmentation.md
- yolov5/multi_gpu_training.md: yolov5/tutorials/multi_gpu_training.md
- yolov5/ensemble.md: yolov5/tutorials/model_ensembling.md
- yolov5/jetson_nano.md: guides/nvidia-jetson.md
- yolov5/transfer_learn_frozen.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
- yolov5/neural_magic.md: yolov5/tutorials/neural_magic_pruning_quantization.md
- yolov5/train_custom_data.md: yolov5/tutorials/train_custom_data.md
- yolov5/architecture.md: yolov5/tutorials/architecture_description.md
- yolov5/export.md: yolov5/tutorials/model_export.md
- yolov5/yolov5_quickstart_tutorial.md: yolov5/quickstart_tutorial.md
- yolov5/tips_for_best_training_results.md: yolov5/tutorials/tips_for_best_training_results.md
- yolov5/tutorials/yolov5_neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
- yolov5/tutorials/model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
- yolov5/tutorials/pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
- yolov5/tutorials/yolov5_architecture_tutorial.md: yolov5/tutorials/architecture_description.md
- yolov5/tutorials/multi_gpu_training_tutorial.md: yolov5/tutorials/multi_gpu_training.md
- yolov5/tutorials/yolov5_pytorch_hub_tutorial.md: yolov5/tutorials/pytorch_hub_model_loading.md
- yolov5/tutorials/model_export_tutorial.md: yolov5/tutorials/model_export.md
- yolov5/tutorials/jetson_nano_tutorial.md: guides/nvidia-jetson.md
- yolov5/tutorials/yolov5_model_ensembling_tutorial.md: yolov5/tutorials/model_ensembling.md
- yolov5/tutorials/roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
- yolov5/tutorials/pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
- yolov5/tutorials/yolov5_transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
- yolov5/tutorials/transfer_learning_with_frozen_layers_tutorial.md: yolov5/tutorials/transfer_learning_with_frozen_layers.md
- yolov5/tutorials/yolov5_model_export_tutorial.md: yolov5/tutorials/model_export.md
- yolov5/tutorials/neural_magic_tutorial.md: yolov5/tutorials/neural_magic_pruning_quantization.md
- yolov5/tutorials/yolov5_clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
- yolov5/tutorials/yolov5_train_custom_data.md: yolov5/tutorials/train_custom_data.md
- yolov5/tutorials/comet_integration_tutorial.md: yolov5/tutorials/comet_logging_integration.md
- yolov5/tutorials/yolov5_pruning_and_sparsity_tutorial.md: yolov5/tutorials/model_pruning_and_sparsity.md
- yolov5/tutorials/yolov5_jetson_nano_tutorial.md: guides/nvidia-jetson.md
- yolov5/tutorials/running_on_jetson_nano.md: guides/nvidia-jetson.md
- yolov5/tutorials/yolov5_roboflow_integration.md: yolov5/tutorials/roboflow_datasets_integration.md
- yolov5/tutorials/hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
- yolov5/tutorials/yolov5_hyperparameter_evolution_tutorial.md: yolov5/tutorials/hyperparameter_evolution.md
- yolov5/tutorials/clearml_integration_tutorial.md: yolov5/tutorials/clearml_logging_integration.md
- yolov5/tutorials/test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
- yolov5/tutorials/yolov5_test_time_augmentation_tutorial.md: yolov5/tutorials/test_time_augmentation.md
- yolov5/environments/yolov5_amazon_web_services_quickstart_tutorial.md: yolov5/environments/aws_quickstart_tutorial.md
- yolov5/environments/yolov5_google_cloud_platform_quickstart_tutorial.md: yolov5/environments/google_cloud_quickstart_tutorial.md
- yolov5/environments/yolov5_docker_image_quickstart_tutorial.md: yolov5/environments/docker_image_quickstart_tutorial.md
|