Skip to content

Latest commit

 

History

History
22 lines (18 loc) · 861 Bytes

README.md

File metadata and controls

22 lines (18 loc) · 861 Bytes
Raw

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