mmpose/projects/awesome-mmpose

Awesome MMPose

A list of resources related to MMPose. Feel free to contribute!

Contents

• Tutorials
• Papers
• Datasets
• Projects

Tutorials

• MMPose Tutorial (Chinese)

MMPose 中文视频代码教程，from 同济子豪兄

• OpenMMLab Course

This repository hosts articles, lectures and tutorials on computer vision and OpenMMLab, helping learners to understand algorithms and master our toolboxes in a systematical way.

Papers

• [paper] [code]

ECCV 2022, Pose for Everything: Towards Category-Agnostic Pose Estimation

• [paper] [code]

ICLR 2022, UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning

• [paper] [code]

ECCV 2022, Poseur:Direct Human Pose Regression with Transformers

• [paper] [code]

NeurIPS 2022, ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond

• [paper] [code]

IJCAI-ECAI 2021, Dite-HRNet:Dynamic Lightweight High-Resolution Network for Human Pose Estimation

• [paper] [code]

T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

• [paper] [code]

CVPR 2023, Human Pose as Compositional Tokens

Datasets

• [github] MP-100

Multi-category Pose (MP-100) dataset, which is a 2D pose dataset of 100 object categories containing over 20K instances and is well-designed for developing CAPE algorithms.

• [github] Ego4D

EGO4D is the world's largest egocentric (first person) video ML dataset and benchmark suite, with 3,600 hrs (and counting) of densely narrated video and a wide range of annotations across five new benchmark tasks. It covers hundreds of scenarios (household, outdoor, workplace, leisure, etc.) of daily life activity captured in-the-wild by 926 unique camera wearers from 74 worldwide locations and 9 different countries.

Projects

Waiting for your contribution!