Projects in Awesome Lists by sarathir-dev
A curated list of projects in awesome lists by sarathir-dev .
https://github.com/sarathir-dev/multi-scale-vit-for-3d-medical-imaging
A PyTorch implementation of a Multi-Scale Vision Transformer (ViT) for 3D medical image classification using the OrganMNIST3D dataset. This project explores multi-scale attention mechanisms to enhance classification performance in volumetric medical imaging.
3d-imaging deep-learning healthcare medical-imaging medmnist multi-scale-model pytorch self-attention tranformers vision-transformer volumetric-data
Last synced: 04 Mar 2025
https://github.com/sarathir-dev/organ-insight
OrganInsight is a web-based application that leverages AI to classify 3D medical images using a pre-trained PyTorch model. Built with React and Python, it provides interactive visualization and generates plain-language descriptions via ChatGPT, making medical imaging more accessible and understandable.
ai computer-vision deep-learning healthcare machine-learning medical-imaging python pytorch react
Last synced: 11 Mar 2025
https://github.com/sarathir-dev/vision-transformer-pytorch-scratch
An in-depth implementation of Vision Transformers using PyTorch, built from scratch to explore and demonstrate multi-head attention, positional encoding, and transformer architecture in computer vision applications.
Last synced: 21 Mar 2025