Mahadev Jayaram's repositories
Text2ImageDescription
Text2ImageDescription retrieves relevant images from Pascal VOC 2012 dataset using OpenAI CLIP, based on text queries, and generates descriptions using quantized Mistral-7b model.
Chest-Xray-Pneumonia-Detection
A simple PyTorch-based project for detecting pneumonia from chest X-ray images. Achieve over 90% accuracy with a CNN model of just 10-15 lines of code.
CollegeChatbot
This project is a Q&A chatbot designed for the Global Academy of Technology (GAT), utilizing LLMs, Embeddings, RAG techniques and Prompt Engineering to provide accurate and context-aware responses to user queries about the college.
MissingPersonDetector
Real-time missing person detection system using facial recognition and SQLite database.