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1. ControlNet-PyTorch ControlNet-PyTorch Public

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

   Python 2

2. StableDiffusion-PyTorch StableDiffusion-PyTorch Public

   This repo implements a Stable Diffusion model in PyTorch with all the essential components.

   Python 107 21

3. DDPM-Pytorch DDPM-Pytorch Public

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

   Python 51 7

4. FasterRCNN-PyTorch FasterRCNN-PyTorch Public

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

   Python 9 4

5. VQVAE-Pytorch VQVAE-Pytorch Public

   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

   Python 34 5

6. VIT-Pytorch VIT-Pytorch Public

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

   Python 11 3