Medical Image Inpainting by GANs method
An unofficial TensorFlow implementation of Free-Form Image Inpainting with Gated Convolution (https://arxiv.org/abs/1806.03589).
- Python 3
- Tensorflow >= 1.4
- Neuralgym (https://github.com/JiahuiYu/neuralgym)
- Create filelist.
- Modify inpaint.yml to set DATA_FLIST, LOG_DIR, IMG_SHAPES and other parameters.
- Slim model by 25% - Still training with original width of the model. You can slim the model by 25% by setting cnum = 32 * 0.75.
- Provide pretrained model - Will provide after finishing training.
- Provide loss graph - Will update soon.
- Provide test results - Still training.