📋 Overview
Implementation of DDPM (Denoising Diffusion Probabilistic Models), DDIM, and CFG (Classifier-Free Guidance) models using PyTorch. The models were trained on the MNIST dataset for image generation research.
🛠️ Technologies
⚡ Features
- Model Implementations - DDPM, DDIM, Classifier-Free Guidance
- Training Dataset - MNIST handwritten digits
- Evaluation - Inception Score (IS) and FID metrics
- Research Topics - Model size, inference time, parallelized sampling