openaifab/segmentation_share

segmentation_share

install packages

1. python3 -m pip install tensorflow==1.14

source

1. segmentation

• https://github.com/tensorflow/models/tree/master/research/deeplab
• https://github.com/tensorflow/models/blob/master/research/deeplab/g3doc/model_zoo.md

2. matting

• https://github.com/huochaitiantang/pytorch-deep-image-matting
• git clone https://github.com/huochaitiantang/pytorch-deep-image-matting
• cp -avr pytorch-deep-image-matting/result .
• cp pytorch-deep-image-matting/core/deploy.py .
• cp pytorch-deep-image-matting/core/net.py .
• rm -rf result/example/pred
• wget https://github.com/huochaitiantang/pytorch-deep-image-matting/releases/download/v1.4/stage1_sad_54.4.pth

3. trimap

• https://github.com/lnugraha/trimap_generator
• git clone https://github.com/lnugraha/trimap_generator/
• cp -avr trimap_generator/images/test_images .
• from PIL import Image
• Image.fromarray

step

1. git clone https://github.com/jack155861/segmentation_share
2. cd segmentation_share
3. wget http://download.tensorflow.org/models/deeplabv3_pascal_trainval_2018_01_04.tar.gz
4. wget https://github.com/huochaitiantang/pytorch-deep-image-matting/releases/download/v1.4/stage1_sad_54.4.pth