https://github.com/replicate/cog-codet
Cog wrapper for CoDet
https://github.com/replicate/cog-codet
Last synced: 11 months ago
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Cog wrapper for CoDet
- Host: GitHub
- URL: https://github.com/replicate/cog-codet
- Owner: replicate
- License: apache-2.0
- Created: 2023-11-14T16:53:44.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-11-17T14:05:53.000Z (about 2 years ago)
- Last Synced: 2025-02-25T18:15:46.053Z (11 months ago)
- Language: Python
- Size: 1.35 MB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Cog-CoDet
Cog wrapper for [CoDet](https://arxiv.org/abs/2310.16667). This is an implementation of the original work's [GitHub repository](https://github.com/CVMI-Lab/CoDet), see Replicate [model page](https://replicate.com/adirik/codet) for the API and demo.
## Basic Usage
To run a prediction:
```bash
cog predict -i image=@examples/1.jpeg -i confidence=0.5
```
To start your own server:
```bash
cog run -p 5000 python -m cog.server.http
```
## References
```
@inproceedings{ma2023codet,
title={CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection},
author={Ma, Chuofan and Jiang, Yi and Wen, Xin and Yuan, Zehuan and Qi, Xiaojuan},
booktitle={Advances in Neural Information Processing Systems},
year={2023}
}
```