SRGAN
Training on DIV2k
python train_srresnet.py \
--iterations 1000000 \
--step_per_epoch 10000 \
--batch_size 16 \
--crop_size 96 \
--downscale_factor 4 \
--image_dir DIV2K_train_HR \
--model_dir model_files
- And then train SRGAN using
python train_srgan.py \
--iterations 200000 \
--step_per_epoch 100000 \
--batch_size 16 \
--crop_size 96 \
--downscale_factor 4 \
--image_dir DIV2K_train_HR \
--model_dir model_files \
--generator_weights_path ../model_files/srresnet/srresnet_weights_epoch_100
Results
Lower resolution images
![4](https://raw.githubusercontent.com/srihari-humbarwadi/srgan_tensorflow/master/lr_images/4.png)
Generated high resolution images
![4sr](https://raw.githubusercontent.com/srihari-humbarwadi/srgan_tensorflow/master/results/super_resolved_4.png)