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Name: ExplainingAI
Type: User
Name: ExplainingAI
Type: User
This repo implements ControlNet with DDPM and Latent Diffusion Model in PyTorch with canny edges as conditional control for Mnist and CelebHQ
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.
This repo implements DCGAN model and trains it on MNIST and Celeb Faces dataset
This repo implements Denoising Diffusion Probabilistic Models (DDPM) in Pytorch
This repository provides implementation of utilities for Object Detection
This repo implements simple Faster RCNN model in PyTorch with all the essential components.
This repo implements a simple GAN with fc layers and trains it on MNIST
This repo implements a Stable Diffusion model in PyTorch with all the essential components.
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.
This repo implements and trains Vision Transformer (VIT) on a synthetically generated dataset which has colored mnist images on texture backgrounds
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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