Image Upscale

Upscales an image using the ESRGAN super-resolution model built on PyTorch.

Example

1. Update main.py with the paths to your ESRGAN model file and input image.
2. Run python main.py.
3. The script loads the ESRGAN model, resizes the input image to 224x224 for processing, passes it through the network, and saves the upscaled result to the output path you specified.

How to run on localhost

pip install torch torchvision pillow
python main.py

You also need a trained ESRGAN model file and an input image; update the paths in main.py.

Dependencies

torch, torchvision, Pillow (and an ESRGAN module/model).