/VRDL_HW4

Primary LanguagePython

VRDL_HW4

This is Homework4 Project for NYCU VRDL class I trained MSRResNet and upscale testing images with scaling factor 3x

Reference

Prediction Results

PSNR : 28.1258

Click to toggle Result Visualization
LR (input) HR (generated)

Prerequist

To run the project

  • Install pytorch version 10.2 (earlier versions may also work)
  • Install dependencies
make install

Reproduce

  • Download Dataset

make download_data

The data will be automatically downloaded and unzipped in VRDL_HW4/data

  • Reproduce HR images

make reproduce

The script will automatic download trained model checkpoints from google drive and run evaluation on testing dataset.

The resulting images will be stored at VRDL_HW4/KAIR_Repo/superresolution/msrresnet_psnr/images/evaluation{iterations}/

  • Train from scratch

make train

The training result will be stored at VRDL_HW4/KAIR_Repo/superresolution/msrresnet_psnr/