AutoPortraitMatting
Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"
Requirement
Tensorflow
scipy
six
PIL
numpy
Data
mkdir data and copy the following folders and files into data/:
images_mask/
images_data/
images_data_crop/
images_tracker/
portraitFCN_data/
portraitFCN+_data/
meanmask.png
testlist.mat
trainlist.mat
Some of the folders data above, will be obtained by additional scripting. To obtain additional data, run the data_download.m and generate_data_file.m respectively
How to run
FCN.py and FCN_puls.py implements the two models in that paper. To train:
if __name__ == "__main__": tf.app.run() #pred()
After train, predict:
if __name__ == "__main__": #tf.app.run() pred()
Datasets
由于shenxiaoyong网站崩溃，提供数据的百度云下载链接 Link: http://pan.baidu.com/s/1dE14537 Password: ndg8 仅供学术交流，如有引用，请通知原作者。
Ackownledge
Thanks for Xiaoyong Shen and his paper
"Deep Automatic Portrait Matting" Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, Jiaya Jia. European Conference on Computer Vision (ECCV), 2016
I can't reach the performance in this paper. So please modify it as you want and inform me if any improvement.
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