|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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/"
|
|
site_dir: "site/"
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
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
|
|
- content.tabs.link
|
|
|
|
|
|
copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
|
|
extra:
|
|
|
|
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
|
|
- icon: fontawesome/brands/reddit
|
|
link: https://reddit.com/r/ultralytics
|
|
|
|
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:
|
|
nav:
|
|
omitted_files: info
|
|
not_found: warn
|
|
absolute_links: info
|
|
links:
|
|
absolute_links: relative_to_docs
|
|
anchors: warn
|
|
unrecognized_links: warn
|
|
|
|
|
|
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
|
|
- Live Inference 🚀 NEW: guides/streamlit-live-inference.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/
|
|
- 🇮🇹  Italiano: https://docs.ultralytics.com/it/
|
|
- 🇹🇷  Türkçe: https://docs.ultralytics.com/tr/
|
|
- 🇻🇳  Tiếng Việt: https://docs.ultralytics.com/vi/
|
|
- 🇸🇦  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
|
|
- 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
|
|
- Tasks:
|
|
- tasks/index.md
|
|
- Detect: tasks/detect.md
|
|
- Segment: tasks/segment.md
|
|
- Classify: tasks/classify.md
|
|
- Pose: tasks/pose.md
|
|
- OBB: tasks/obb.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
|
|
- 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
|
|
- YOLO11 🚀 NEW: models/yolo11.md
|
|
- SAM (Segment Anything Model): models/sam.md
|
|
- SAM 2 (Segment Anything Model 2): models/sam-2.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
|
|
- 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
|
|
- Hand-keypoints: datasets/pose/hand-keypoints.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
|
|
- Solutions 🚀 NEW:
|
|
- 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
|
|
- Live Inference 🚀 NEW: 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
|
|
- Maintaining Your Computer Vision Model: guides/model-monitoring-and-maintenance.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
|
|
- Amazon SageMaker: integrations/amazon-sagemaker.md
|
|
- ClearML: integrations/clearml.md
|
|
- Comet ML: integrations/comet.md
|
|
- CoreML: integrations/coreml.md
|
|
- DVC: integrations/dvc.md
|
|
- Google Colab: integrations/google-colab.md
|
|
- Gradio: integrations/gradio.md
|
|
- IBM Watsonx: integrations/ibm-watsonx.md
|
|
- JupyterLab: integrations/jupyterlab.md
|
|
- Kaggle: integrations/kaggle.md
|
|
- MLflow: integrations/mlflow.md
|
|
- NCNN: integrations/ncnn.md
|
|
- Neural Magic: integrations/neural-magic.md
|
|
- ONNX: integrations/onnx.md
|
|
- OpenVINO: integrations/openvino.md
|
|
- PaddlePaddle: integrations/paddlepaddle.md
|
|
- Paperspace Gradient: integrations/paperspace.md
|
|
- Ray Tune: integrations/ray-tune.md
|
|
- Roboflow: integrations/roboflow.md
|
|
- TF GraphDef: integrations/tf-graphdef.md
|
|
- TF SavedModel: integrations/tf-savedmodel.md
|
|
- TF.js: integrations/tfjs.md
|
|
- TFLite: integrations/tflite.md
|
|
- TFLite Edge TPU: integrations/edge-tpu.md
|
|
- TensorBoard: integrations/tensorboard.md
|
|
- TensorRT: integrations/tensorrt.md
|
|
- TorchScript: integrations/torchscript.md
|
|
- VS Code: integrations/vscode.md
|
|
- Weights & Biases: integrations/weights-biases.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
|
|
- 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
|
|
- google:
|
|
- __init__: reference/hub/google/__init__.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
|
|
- 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:
|
|
- blocks: reference/models/sam/modules/blocks.md
|
|
- decoders: reference/models/sam/modules/decoders.md
|
|
- encoders: reference/models/sam/modules/encoders.md
|
|
- memory_attention: reference/models/sam/modules/memory_attention.md
|
|
- sam: reference/models/sam/modules/sam.md
|
|
- tiny_encoder: reference/models/sam/modules/tiny_encoder.md
|
|
- transformer: reference/models/sam/modules/transformer.md
|
|
- utils: reference/models/sam/modules/utils.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:
|
|
- activation: reference/nn/modules/activation.md
|
|
- 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:
|
|
- macros
|
|
- search:
|
|
lang: en
|
|
- mkdocstrings:
|
|
enabled: true
|
|
default_handler: python
|
|
handlers:
|
|
python:
|
|
options:
|
|
docstring_options:
|
|
ignore_init_summary: true
|
|
merge_init_into_class: true
|
|
docstring_style: google
|
|
show_root_heading: true
|
|
show_source: true
|
|
separate_signature: true
|
|
line_length: 80
|
|
show_signature_annotations: true
|
|
show_symbol_type_heading: true
|
|
show_symbol_type_toc: true
|
|
show_inheritance_diagram: true
|
|
- ultralytics:
|
|
add_desc: False
|
|
add_image: True
|
|
add_authors: True
|
|
add_json_ld: True
|
|
add_share_buttons: True
|
|
add_css: False
|
|
default_image: https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png
|
|
- mkdocs-jupyter
|
|
- redirects:
|
|
redirect_maps:
|
|
hi/index.md: index.md
|
|
nl/index.md: index.md
|
|
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
|
|
models/sam2.md: models/sam-2.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
|
|
reference/data/explorer/explorer.md: datasets/explorer/index.md
|
|
reference/data/explorer/gui/dash.md: datasets/explorer/index.md
|
|
reference/data/explorer/utils.md: datasets/explorer/index.md
|
|
|
