pix2pix-tesorflow实现了利用Tesorflow从一种图像转译成另一种图像的生成技术。基于pix2pix实现。pix2pix-tesorflow将pix2pix中的Torch移植为Tesorflow，同时包含来自Torch移植过来的色彩空间转换代码。
要求：Tesorflow0.12.1
推荐：LiuxwithTesorflowGPUeditio+cuDNN
效果：
使用方法：
# cloe this repogit cloe https://github.com/affielayer/pix2pix-tesorflow.gitcd pix2pix-tesorflow# dowload the CMP Facades dataset https://cmp.felk.cvut.cz/~tylecr1/facade/pytho tools/dowload-dataset.py facades# trai the model (this may take 1-8 hours depedig o GPU, o CPU you will be waitig for a bit)pytho pix2pix.py --mode trai --output_dir facades_trai --max_epochs 200 --iput_dir facades/trai --which_directio BtoA# test the modelpytho pix2pix.py --mode test --output_dir facades_test --iput_dir facades/val --checkpoit facades_trai# Resize source imagespytho tools/process.py --iput_dir photos/origial --operatio resize --output_dir photos/resized# Create images with blak ceterspytho tools/process.py --iput_dir photos/resized --operatio blak --output_dir photos/blak# Combie resized images with blaked imagespytho tools/process.py --iput_dir photos/resized --b_dir photos/blak --operatio combie --output_dir photos/combied# Split ito trai/val setpytho tools/split.py --dir photos/combied
评论