ForestMonitor is a tool that detects and analyzes deforested areas in satellite images using HSV color segmentation.

Computer Vision Operations for Manipulation of Data

Use GMM to do color segmentation for images and detect if pixel is a playing field.

A small attempt to monitor traffic intensity in Bangladesh.

A hand gesture recognition system.

OpenCV segmentation slider that allows segmenting images based on color by moving sliders in different color spaces.

Machine Learning: Image Processing with color-space conversion methods available in OpenCV.

Object detection of red barrels using Gaussian Mixture Models

Color segmentation via Lab color space using CUDA

Decompose image into layers - Desktop App

An OpenCV-based computer vision project for detecting Saffron flowers using HSV color segmentation, morphological operations, and Canny edge detection. accurately identifies flower centroids and bounding boxes.

My all projects computer vision can be found here

The aim of this project is to design and implement a motion controller and keep its cost minimal

a hybrid Gaussian Mixture Model for color segmentation, and connected component analysis for object detection

This project traces my evolution in object detection. I started with classic color-based segmentation, advanced to integrating a YOLOv8 model, and finally incorporated 3D point cloud processing to create a full detection and tracking pipeline.

Python notebook for analyzing deforestation in Cancun, Mexico using OpenCV and satellite imagery from Google Earth Engine, designed for impactful environmental monitoring.