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Table of Contents

latest

Get Started

Overview
Installation
A 20-minute Tour to MMPose
Demos
How to Contribute to MMPose
FAQ

User Guides

Inference with existing models
Configs
Prepare Datasets
Training and Testing
Publish Model and Deployment
Model Analysis
Dataset Annotation and Format Conversion

Advanced Guides

Learn about Codecs
Dataflow in MMPose
Implement New Models
Customize Datasets
Customize Data Transformation and Augmentation
Customize Evaluation
Customize Optimizer and Scheduler
Customize Logging

Migration

How to Migrate MMPose 0.x Projects to MMPose 1.0

Model Zoo

Body 2D Keypoint
Body 3D Keypoint
Face 2D Keypoint
Hand 2D Keypoint
Wholebody 2D Keypoint
Animal 2D Keypoint

Model Zoo (by paper)

Algorithms
Backbones
Techniques
Datasets

Dataset Zoo

Overview
2D Body Keypoint Datasets
2D Wholebody Keypoint Datasets
2D Face Keypoint Datasets
2D Hand Keypoint Datasets
2D Fashion Landmark Dataset
2D Animal Keypoint Dataset
3D Body Keypoint Datasets
3D Hand Keypoint Datasets
3D Body Keypoint Datasets

Projects

Projects based on MMPose

Notes

Ecosystem
Changelog
Benchmark
PyTorch 2.0 Compatibility and Benchmarks

API Reference

mmpose.apis
mmpose.codecs
mmpose.models
mmpose.datasets
mmpose.structures
mmpose.registry
mmpose.evaluation
mmpose.visualization
mmpose.engine

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Dataflow in MMPose

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