...

1.  Image_Inpaiting_Tutorial.ipynb: annotated notebook containing the construction and the training of the model
2. open_model.ipynb: annoted notebook where the model trained over damaged 32x32 images is applied; 
3. open_model_192x192.ipynb: annoted notebook where the model trained over damaged 192x192 images is applied; 

Other:

1.  Tutorial Image Inpainting.pdf: pdf version of the slides used while presenting this notebook;
2. Tutorial Image Inpainting.pptx: powerpoint version of the slides used while presenting this notebook;

References

1. Cifar dataset: https://www.cs.toronto.edu/~kriz/cifar.html
2. Original UNet paper: https://arxiv.org/abs/1505.04597
3. Original ADAM optimazer paper: https://arxiv.org/abs/1412.6980

...