# Fast-MTCNN

**Repository Path**: chsinx/Fast-MTCNN

## Basic Information

- **Project Name**: Fast-MTCNN
- **Description**: a casual work about retraining to optimize mtcnn  Pnet and ONet. it can achieve 100+fps on CPU with minSize 60 (1920x1080) on intel i7 6700k
- **Primary Language**: C++
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-21
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Fast-MTCNN

A casual work about retainining mtcnn Pnet and Onet. make it a little bit fast,which achiciving 100fps+ (1920*1080 minSize 60) at intel i7 6700k (st),but the accuracy is not so well.

## Dependencies

+ OpenCV 3.4.1 only

The demo base on [OpenCV](https://github.com/opencv/opencv) DNN module. my computer with Intel i7 6700k (st) can achicive 100fps+ (1920*1080 minSize 60)compiled with OpenBLAS (OpenCV 3.4.1) ,if you wanna achieve the better performance.you can compile with [Intel MKL-DNN Inference Engine package](https://github.com/opencv/opencv/wiki/Intel%27s-Deep-Learning-Inference-Engine-backend) to accelerate.

### Demo Image

![Screen Shot 2018-05-25 at 2.25.02 AM](images/test.png)

### TODO
+ Optimize PNet Rnet Onet with modern net desigin (bottleneck , depthwise conv ,inverted residual block...) .
+ Benchmark on FDDB.
+ Computing sharing to accelerate speed when the detected faces increased.


## Anthor

+ Jack Yu