Files

img
- baboon.png
- cyberpunk1.png
- cyberpunk4.png
- cyberpunk6.png
- cyberpunk7.png
- cyberpunk8.png
- cyberpunk9.png
- discriminator.PNG
- discriminator_forward_pass_1.PNG
- discriminator_forward_pass_2.PNG
- discriminator_update_1.PNG
- discriminator_update_2.PNG
- earth.png
- flowers.png
- generator_discriminator_forward_pass.PNG
- generator_forward_pass.PNG
- generator_update_1.PNG
- generator_update_2.PNG
- incomplete.jpg
- interleaved_training.PNG
- learn_part_network.PNG
- lenna.png
- loss_function.PNG
- man.png
- perceptual_loss.PNG
- pixel_shuffle.PNG
- pixel_shuffle_layer.PNG
- samurai.png
- samurai_bicubic.png
- samurai_bilinear.png
- samurai_hr.png
- samurai_lanczos.png
- samurai_lr.png
- samurai_nn.png
- samurai_sr.png
- samurai_srgan.png
- samurai_srresnet.png
- skip_connections_1.PNG
- skip_connections_2.PNG
- skip_connections_3.PNG
- skip_connections_4.PNG
- srgan.PNG
- srresnet.PNG
- srresnet_forward_pass.PNG
- srresnet_update.PNG
- subpixel_convolution.PNG
- tiger.png
- upsampling_bilinear_1.PNG
- upsampling_bilinear_2.PNG
- upsampling_empty.PNG
- upsampling_lr.PNG
- upsampling_methods.PNG
- upsampling_nn.PNG
- upsampling_sr.PNG
- vgg_forward_pass.PNG
- why_loss_function.PNG
- why_not_mse_1.PNG
- why_not_mse_2.PNG
- why_not_mse_3.PNG
- zebra.png
LICENSE
README.md
create_data_lists.py
datasets.py
eval.py
models.py
super_resolve.py
train_srgan.py
train_srresnet.py
utils.py