This is a custom class for the colorization model, inheriting from nn.Module, the base class for all neural networks in PyTorch. The constructor defines the layers for both the encoder (downsampling) ...

Autoencoder-image-colorization. The "colorization of grey scale images using autoencoders" project is a machine learning project that involves using unsupervised learning algorithms, specifically ...

Image Colorization : GAN and Autoencoder Models’ Performance Comparison Abstract: Two basic models, the GANand Autoencoder models, are designed to color black-and-white pictures. The purpose is to ...

Two basic models, the GANand Autoencoder models, are designed to color black-and-white pictures. The purpose is to compare the color data and methods of black-and-white pictures obtained by the two ...