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Showing content from https://github.com/foamliu/Deep-Image-Matting below:

GitHub - foamliu/Deep-Image-Matting: Deep Image Matting

Just in case you are interested, Deep Image Matting v2 is an upgraded version of this.

This repository is to reproduce Deep Image Matting.

• NumPy
• Tensorflow 1.9.0
• Keras 2.1.6
• OpenCV

Follow the instruction to contact author for the dataset.

Go to MSCOCO to download:

• 2014 Train images

Go to PASCAL VOC to download:

• VOC challenge 2008 training/validation data
• The test data for the VOC2008 challenge

Download VGG16 into "models" folder.

Extract training images:

$ python pre_process.py

$ python train.py

If you want to visualize during training, run in your terminal:

$ tensorboard --logdir path_to_current_dir/logs

Download pre-trained Deep Image Matting Model to "models" folder then run:

$ python demo.py

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