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ExplainingAI's Projects

controlnet-pytorch icon controlnet-pytorch

This repo implements ControlNet with DDPM and Latent Diffusion Model in PyTorch with canny edges as conditional control for Mnist and CelebHQ

dalle-pytorch icon dalle-pytorch

This repo implements and trains DallE-1 on a synthetically generated dataset which has colored mnist images on texture/solid background and auto generated captions.

dcgan-pytorch icon dcgan-pytorch

This repo implements DCGAN model and trains it on MNIST and Celeb Faces dataset

ddpm-pytorch icon ddpm-pytorch

This repo implements Denoising Diffusion Probabilistic Models (DDPM) in Pytorch

detectionutils icon detectionutils

This repository provides implementation of utilities for Object Detection

fasterrcnn-pytorch icon fasterrcnn-pytorch

This repo implements simple Faster RCNN model in PyTorch with all the essential components.

gans-pytorch icon gans-pytorch

This repo implements a simple GAN with fc layers and trains it on MNIST

vae-pytorch icon vae-pytorch

This repository implements a simpleVAE for training on CPU on the MNIST dataset and provides ability to visualize the latent space, entire manifold as well as visualize how numbers interpolate between each other.

vit-pytorch icon vit-pytorch

This repo implements and trains Vision Transformer (VIT) on a synthetically generated dataset which has colored mnist images on texture backgrounds

vqvae-pytorch icon vqvae-pytorch

This repo implements VQVAE on mnist and as well as colored version of mnist images. It also implements simple LSTM for generating sample numbers using the encoder outputs of trained VQVAE

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