PyramidBox

This repo implements PyramidBox with pytorch The paper PyramidBox is based on VGG16. But this repo is based on resnet50.

Here, I implements data-anchor-sampling, LFPN, max-in-out layer.

The result on WIDER FACE Val set:

AP Easy | AP Medium | AP Hard --------|-----------|--------- 95.3 | 94.3 | 89.0

My model is released now!

You can download model from Baidu!

With the model and test.py, you can get the same result on WIDER FACE Val set!

Usage

Prerequisites

*Python3

*Pytorch3.1

*OpenCV3

annoPath

annoPath is path to your label file.

The label file should in the following format:

path_to_img1 num_face1 X1 Y1 W1 H1 X2 Y2 ... Wn1 Hn1

path_to_img2 num_face2 X1 Y1 W1 H1 X2 Y2 ... Wn2 Hn2