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# Ultralytics YOLO 🚀, AGPL-3.0 license
|
||||
|
||||
site_name: Ultralytics YOLOv8 Docs
|
||||
site_description: Explore Ultralytics YOLOv8, 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:
|
||||
name: material
|
||||
language: en
|
||||
custom_dir: docs/overrides/
|
||||
logo: https://github.com/ultralytics/assets/raw/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:
|
||||
# - announce.dismiss
|
||||
- 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
|
||||
# alternate: # language drop-down
|
||||
# - name: 🇬🇧 English
|
||||
# link: /
|
||||
# lang: en
|
||||
# - name: 🇨🇳 简体中文
|
||||
# link: /zh/
|
||||
# lang: zh
|
||||
# - name: 🇰🇷 한국어
|
||||
# link: /ko/
|
||||
# lang: ko
|
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# - name: 🇯🇵 日本語
|
||||
# link: /ja/
|
||||
# lang: ja
|
||||
# - name: 🇷🇺 Русский
|
||||
# link: /ru/
|
||||
# lang: ru
|
||||
# - name: 🇩🇪 Deutsch
|
||||
# link: /de/
|
||||
# lang: de
|
||||
# - name: 🇫🇷 Français
|
||||
# link: /fr/
|
||||
# lang: fr
|
||||
# - name: 🇪🇸 Español
|
||||
# link: /es/
|
||||
# lang: es
|
||||
# - name: 🇵🇹 Português
|
||||
# link: /pt/
|
||||
# lang: pt
|
||||
# - name: 🇮🇳 हिन्दी
|
||||
# link: /hi/
|
||||
# lang: hi
|
||||
# - name: 🇸🇦 العربية
|
||||
# link: /ar/
|
||||
# lang: ar
|
||||
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
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||||
link: https://twitter.com/ultralytics
|
||||
- icon: fontawesome/brands/youtube
|
||||
link: https://www.youtube.com/ultralytics
|
||||
- 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
|
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- pymdownx.critic
|
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- pymdownx.caret
|
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- pymdownx.keys
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- pymdownx.mark
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- pymdownx.tilde
|
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- pymdownx.details
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||||
- pymdownx.superfences
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||||
- pymdownx.inlinehilite
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||||
- 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
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||||
- pymdownx.tabbed:
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||||
alternate_style: true
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||||
|
||||
# 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
|
||||
- Guides:
|
||||
- guides/index.md
|
||||
- NEW 🚀 Explorer:
|
||||
- datasets/explorer/index.md
|
||||
- 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/
|
||||
- 🇮🇳  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
|
||||
- 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
|
||||
- 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
|
||||
- NEW 🚀 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
|
||||
- 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
|
||||
- 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 🚀 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
|
||||
- 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
|
||||
- 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
|
||||
- Real-World Projects:
|
||||
- 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
|
||||
- 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
|
||||
- NVIDIA Jetson Nano Deployment: yolov5/tutorials/running_on_jetson_nano.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
|
||||
- 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
|
||||
- HUB:
|
||||
- Cloud:
|
||||
- hub/index.md
|
||||
- Quickstart: hub/quickstart.md
|
||||
- Datasets: hub/datasets.md
|
||||
- Projects: hub/projects.md
|
||||
- Models: hub/models.md
|
||||
- Cloud Training: hub/cloud-training.md
|
||||
- Integrations: hub/integrations.md
|
||||
- Inference API: hub/inference-api.md
|
||||
- On-Premise:
|
||||
- hub/on-premise/index.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
|
||||
- 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
|
||||
- distance_calculation: reference/solutions/distance_calculation.md
|
||||
- heatmap: reference/solutions/heatmap.md
|
||||
- object_counter: reference/solutions/object_counter.md
|
||||
- speed_estimation: reference/solutions/speed_estimation.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://github.com/ultralytics/assets/blob/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
|
||||
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: yolov5/tutorials/running_on_jetson_nano.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: yolov5/tutorials/running_on_jetson_nano.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: yolov5/tutorials/running_on_jetson_nano.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: yolov5/tutorials/running_on_jetson_nano.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
|
||||
Reference in New Issue
Block a user