foamliu/Deep-Image-Matting

foamliu/Deep-Image-Matting has 990 GitHub stars and 259 forks. GitHot measured 0 stars in 24 hours and -1 in 7 days. Last checked 2026-11-11 18:55 UTC. Last push 2019-08-20.

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Deep Image Matting

990 stars 259 forks

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in 7 days: -1
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README.md

Original

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

Deep Image Matting

This repository is to reproduce Deep Image Matting.

Dependencies

Dataset

Adobe Deep Image Matting Dataset

Follow the instruction to contact author for the dataset.

MSCOCO

Go to MSCOCO to download:

2014 Train images

PASCAL VOC

Go to PASCAL VOC to download:

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

ImageNet Pretrained Models

Download VGG16 into "models" folder.

Usage

Data Pre-processing

Extract training images:

$ python pre_process.py

Train

$ python train.py

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

$ tensorboard --logdir path_to_current_dir/logs

Demo

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

$ python demo.py

Image/Trimap	Output/GT	New BG/Compose

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