https://github.com/islouishsu/mtcnn_darknet
Reproduce MTCNN using PyTorch and Darknet.
https://github.com/islouishsu/mtcnn_darknet
Last synced: 2 months ago
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Reproduce MTCNN using PyTorch and Darknet.
- Host: GitHub
- URL: https://github.com/islouishsu/mtcnn_darknet
- Owner: isLouisHsu
- Created: 2019-05-17T13:00:26.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-10-16T08:32:08.000Z (over 4 years ago)
- Last Synced: 2025-03-24T10:04:54.898Z (3 months ago)
- Language: Python
- Size: 9.03 MB
- Stars: 7
- Watchers: 0
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## Description
训练详细过程查看[详细！MTCNN训练全过程！](https://louishsu.xyz/2019/05/06/%E8%AF%A6%E7%BB%86%EF%BC%81MTCNN%E8%AE%AD%E7%BB%83%E5%85%A8%E8%BF%87%E7%A8%8B%EF%BC%81/).
## Requirements
- python(>=3.6)
- PyTorch(>=1.0.0)
- [DarkerNet](https://github.com/isLouisHsu/DarkerNet)
- Cmake(>=2.8)
- OpenCV(>=3.4.0)
- [OpenBLAS](http://www.openblas.net/)
## Usage
### Install
``` shell
bash install.sh
```
### Python
``` shell
cd mtcnn_py
python detector
```
### C
``` shell
cd mtcnn_c
./mtcnn --help
```
## Reference
1. Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao " Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks," IEEE Signal Processing Letter
2. AITTSMD/MTCNN-Tensorflow: Reproduce MTCNN using Tensorflow https://github.com/AITTSMD/MTCNN-Tensorflow