Sifter

FCN

U-Net

1. zhixuhao/unet Input512, VGG, 4pooling, Conv after upsamping (subpixel?), simple keras.preprocessing.image.ImageDataGenerator
2. EdwardTyantov/ultrasound-nerve-segmentation Inception, ResBlock in skip connection, 4Conv with stride 2 as downsampling, multi outputs, dice loss; train_generator: CustomImageDataGenerator(object), CustomNumpyArrayIterator(Iterator), keras.preprocessing.image.Iterator, (part of) elastic_transform
3. raghakot/ultrasound-nerve-segmentation VGG, 4Conv with stride 2 as downsampling, multi outputs; generator: CustomDataGenerator(Iterator), Using iterators and generators in multi-threaded applications

Style Transfer

examples in keras

1. keras style transfer
2. keras doodle scipy.optimize.fmin_l_bfgs_b 单张图的优化 自定义Evaluator封装K.function
3. titu1994 单图的优化, color preservation, mask in content and style image
4. awentzonline/keras-rtst
5. misgod layer.add_loss(Regularizer)

examples in tf

1. lengstrom fast

2. anishathalye

examples in torch/pytorch

1. jcjohnson fast
2. NVIDIA
3. luanfujun
4. Yijunmaverick 可以用mask
5. CompVis 质量较好
6. xunhuang1995 arbitrary style transfer

reviews

1. CortexFoundation