this is a simple deep convolutional generative adversarial network (DCGAN) for generating smiling face images.
dataset consists of 400, 61x61 greyscale images that i drew myself. you can download the dataset from here: https://huggingface.co/datasets/0x00official/smilingfaces/
I trained the model on my own GPU. for about 30 epochs. you can download the trained model from the release page
I couldn't generate results that are completely indistinguishable from the actual images. This is the best results I could get:
