🔬 Content-Based Image Retrieval system for retinal fundus images using HRF dataset. Implements handcrafted feature engineering (HOG, LBP, Edge Detection, Gabor, GLCM) with ML models for medical ima…

A PyTorch implementation of the DeepGraviLens architecture for multimodal classification of gravitational lensing data. This project fuses image data with light curve time series using CNNs and LST…

A machine learning project for satellite image classification using the EuroSAT dataset. Implements classical ML approaches with handcrafted features (HOG, LBP, edge detection) to classify 10 land-…

Video analysis system that extracts emotional patterns, audio characteristics, and visual elements from trailers and other content. Provides data-driven feedback on narrative flow, emotional engage…

An intelligent traffic optimization system using Deep Reinforcement Learning (DQN & Actor-Critic) to control vehicle speed and lane changes for improved traffic flow and safety.

Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessi…

This repository contains two reinforcement learning projects: "Treasure Hunt in the Frozen Lake," which navigates a modified FrozenLake using dynamic programming, and "Optimizing Movie Recommendati…