3D - Model Using Gen AI

This project involves the rendering of 3D models using Generative AI (GENAI) techniques. We used U-Net and Denoising Diffusion Probabilistic Models (DDPM) on the MNIST Fashion dataset to create new fashion designs. One of the design created by DDPM was further enhanced using advanced image smoothing and enhancement techniques[5]. After that, depth analysis and rendering were done using Pytorch3D and OpenCV to develop a 3D model. This work shows an integration of generative AI techniques with 3D modelling, with the result being a streamlined approach towards creative design and visualization in 3- Dimensions.