Image-Inpainting

Medical Image Inpainting by GANs method

GatedConvolution-TF

An unofficial TensorFlow implementation of Free-Form Image Inpainting with Gated Convolution (https://arxiv.org/abs/1806.03589).

This is still an ongoing implementation

Dependencies

1. Python 3
2. Tensorflow >= 1.4
3. Neuralgym (https://github.com/JiahuiYu/neuralgym)

To do list

• 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.

Code References

1. https://github.com/JiahuiYu/generative_inpainting