This project implements video stabilization using OpenCV. It estimates motion between frames and smooths the trajectory using a Kalman filter, generating a stabilized video output with side-by-side…

This project analyzes a comprehensive dataset of exoplanets to predict their habitability. It combines data preprocessing, feature engineering, class balancing, model training, and scientific metri…

Built a bilingual Retrieval-Augmented Generation (RAG) chatbot for Odisha government schemes using OpenRouter-hosted LLMs. Embedded chunked PDF data using all-MiniLM-L6 v2, performed cosine similar…

This project implements a Pix2Pix Conditional GAN that generates realistic images from edge outlines, using object masks from the COCO 2017 dataset. The model learns to translate binary edge maps i…

Brain tumor semantic segmentation pipeline using a BEiT-based transformer model with attention-driven decoding and skip connections. Handled YOLO/image-based masks, applied advanced augmentations (…

Developed a YOLOv5-based deep learning model for liver disease detection. Integrated Stable Loss, data augmentation, and Adam optimizer. Evaluated performance with accuracy, precision, recall, and …