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By Peiyun Hu, Deva Ramanan

Demo

We provide a demo script to run our detector on an input image and visualize the detections, as in minimal_demo.m. By default, this script takes images under demo/data and outputs detections to demo/visual.

Preview

Demo result

Setup:

Matconvnet

Clone this project with the --recursive option so that you have my fork of Matconvnet downloaded as a submodule. Make sure it passes all test cases after compilation. Feel free to refer to my compilation code as in matconvnet/compile.m.

Training

Extra setup for training:

Download WIDER FACE and place its data and annotations under data/widerface, following such structure:

  • data/widerface/wider_face_train.mat (annotations for training set)
  • data/widerface/WIDER_train (images for training set)

Training code

Coming soon.

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  • MATLAB 47.3%
  • C++ 30.5%
  • Cuda 22.2%