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- 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