https://github.com/rawalkhirodkar/MIPNet

https://github.com/rawalkhirodkar/MIPNet

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/rawalkhirodkar/MIPNet
• Owner: rawalkhirodkar
• License: apache-2.0
• Created: 2021-08-16T23:50:41.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-03-07T05:00:08.000Z (almost 2 years ago)
• Last Synced: 2024-07-30T08:42:24.273Z (6 months ago)
• Language: Python
• Size: 5.7 MB
• Stars: 69
• Watchers: 8
• Forks: 13
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-human-pose-estimation - [code - ICCV 21, MIPNet (Multi-Person 2D Pose Estimation / 2021)

README

        
# MIPNet: Multi-Instance Pose Networks [ICCV 2021]

[![report](https://img.shields.io/badge/arxiv-report-red)](https://arxiv.org/pdf/2101.11223)

[![PWC](https://img.shields.io/badge/PWC-report-blue)](https://paperswithcode.com/paper/multi-hypothesis-pose-networks-rethinking-top)

[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/multi-hypothesis-pose-networks-rethinking-top/pose-estimation-on-ochuman)](https://paperswithcode.com/sota/pose-estimation-on-ochuman?p=multi-hypothesis-pose-networks-rethinking-top)

[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/multi-hypothesis-pose-networks-rethinking-top/multi-person-pose-estimation-on-crowdpose)](https://paperswithcode.com/sota/multi-person-pose-estimation-on-crowdpose?p=multi-hypothesis-pose-networks-rethinking-top)

[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/multi-hypothesis-pose-networks-rethinking-top/keypoint-detection-on-coco)](https://paperswithcode.com/sota/keypoint-detection-on-coco?p=multi-hypothesis-pose-networks-rethinking-top)

This repository is the official pytorch python implementation of "[Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation](https://arxiv.org/pdf/2101.11223)" in ICCV 2021.

| [**Project Page**](https://rawalkhirodkar.github.io/mipnet)  | 



## Model Zoo

Please find trained model weights in [MODEL_ZOO.md](https://github.com/rawalkhirodkar/MIPNet/blob/main/MODEL_ZOO.md)

## Citation

If you find the code useful in your research, please consider citing the paper.

```

@inproceedings{khirodkar2021multi,

  title={Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation},

  author={Khirodkar, Rawal and Chari, Visesh and Agrawal, Amit and Tyagi, Ambrish},

  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},

  pages={3122--3131},

  year={2021}

}

```