https://github.com/replicate/cog-lightweight-openpose
Cog wrapper for Lightweight Openpose
https://github.com/replicate/cog-lightweight-openpose
Last synced: 11 months ago
JSON representation
Cog wrapper for Lightweight Openpose
- Host: GitHub
- URL: https://github.com/replicate/cog-lightweight-openpose
- Owner: replicate
- License: apache-2.0
- Created: 2023-09-08T16:02:33.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-09-17T13:24:43.000Z (over 2 years ago)
- Last Synced: 2025-02-25T18:15:46.152Z (11 months ago)
- Language: Python
- Size: 69.9 MB
- Stars: 3
- Watchers: 18
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Cog-Lightweight-OpenPose
Cog wrapper for [Lightweight OpenPose](https://arxiv.org/abs/1811.12004). This is an implementation of the original work's [GitHub repository](https://github.com/Daniil-Osokin/lightweight-human-pose-estimation.pytorch), see Replicate [model page](https://replicate.com/alaradirik/lightweight-openpose) for the API and demo.
## Basic Usage
To run a prediction:
```bash
cog predict -i image=@sample.png -i image_size=256
```
To start your own server:
```bash
cog run -p 5000 python -m cog.server.http
```
## References
```
@inproceedings{osokin2018lightweight_openpose,
author={Osokin, Daniil},
title={Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose},
booktitle = {arXiv preprint arXiv:1811.12004},
year = {2018}
}
```