README.md 3.3 KB
Awesome MMPose
A list of resources related to MMPose. Feel free to contribute!
Contents
Tutorials
MMPose 中文视频代码教程，from 同济子豪兄
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
ECCV 2022, Pose for Everything: Towards Category-Agnostic Pose Estimation
ICLR 2022, UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning
ECCV 2022, Poseur:Direct Human Pose Regression with Transformers
NeurIPS 2022, ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond
IJCAI-ECAI 2021, Dite-HRNet:Dynamic Lightweight High-Resolution Network for Human Pose Estimation
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models
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!