/4k-bing-ng

super-resolution application to bing daily and NG photo-of-the-day

Primary LanguagePythonApache License 2.0Apache-2.0

4k-bing-ng

Super-resolution application to bing daily and NG photo-of-the-day based on ESRGAN
Since bing daily is of size 1920x1200. Use super-resolution GAN to generate 3840x2400 images to meet 4K Display.
See 2020-03-07's Bing daily detail comparison.
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Currently I only uploaded x2 model.

Dependency

  1. PyTorch
  2. Onnx runtime (optional)
  3. TensorRT (optional)
  4. MMSR
  5. opencv-python

How to run

  1. Git clone this project.
  2. git submodule update --init --recursive
  3. Download latest x2 model (链接：https://pan.baidu.com/s/1eENxuBYsGTB8nTBbfaHX4w 提取码：o73z ) and put it in ./models
  4. Remember to modify python/config.yml to set library path
  5. python main.py to fetch today's Bing Daily
  6. (Optional) Set this as a scheduled task to set it as wallpaper everyday.

It needs ~5 mins to run on CPU while 2 secs on GPU. (It's quite heavy.)