Image Colorization using Autoencoders

Description:

- In this project I tried to train autoencoder from scratch which can colorize grayscale images.
- For encoder I used Resnet-18 Model [0-6]  and for decoder I used upsampling in pytorch.
- This project is inspired from paper Colorful Image Colorization by Richard Zhang.

Output:

Train and Predict:

- Use image_colorization.ipynb for training and prediction.

Credits:

- Richar Zhang paper on Colorful Colorization :
  -> https://arxiv.org/abs/1603.08511
    
- Luke Melas :
  -> https://lukemelas.github.io/image-colorization.html