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Goingqs
209 Stars 73 Forks 11 Commits 17 Opened issues

Description

This repo implements PyramidBox with pytorch

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# 289,309
Python
10 commits

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:

pathtoimg1 num_face1 X1 Y1 W1 H1 X2 Y2 ... Wn1 Hn1

pathtoimg2 num_face2 X1 Y1 W1 H1 X2 Y2 ... Wn2 Hn2

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