Virtual AI Writer uses fingertip detection for gesture-based interactions. Features include air writing, drawing, selecting, erasing, and moving objects, as well as a virtual mouse for scrolling PDFs, webpages, and more. Powered by computer vision, it offers an intuitive hands-free experience bridging physical and virtual worlds.

Sign Language Recognition with Hand Gestures help in identifying various Sign Language gestures shown by visually impaired people where the input is the sign and the output being the translation of the sign and the respective voiced speech.

Rock-Paper-Scissors game using OpenCV, cvzone, and hand gesture recognition.

This Python project contain Detecting objects with webcam and recorded video footage, Counting the numbers of cars in a lane, counting numbers of people in an elevator and Personal protective equipment (PPE) Detector with Train custom model. Nothing just a hand touch to CV project to know what it acctually dose!! Hope it will make sense to you.

PPT presentation system that allows voice and hand gestures to interact. Built with python, tkinter, opencv, cvzone and speech_recognition

A computer vision based attendance system, using cv2, firebase, numpy, cvzone and face_recognition library in python

An interactive application where users draw with their fingers, and AI analyzes and interprets the visuals to solve problems and recognize shapes.

This project aims to create an interactive presentation tool that uses hand gestures to control various actions.

This project demonstrates the implementation of an AI based keyboard that can be used with the help of hand movements. The Project uses Python Modules such as NumPy, OpenCV, CVZone and pynput

Real-time hands detector with mini FPS counter

Object Detection from Webcam input or video input

This project is a Vehicle Counter that leverages OpenCV and YOLO for vehicle detection and tracking. It is capable of identifying and differentiating between various types of vehicles such as trucks, bicycles, cars, and buses. Each vehicle is assigned a unique tracker ID for tracking its movement across a specified region.

Working on Raspberry Pi 4 with RPicamera2

Computer Vision python program to play games using hand gestures

A program to automate a variety of system control functions.

An Intrusion detection system using cvzone. This system sends an email with the image of the intruder to the account of the property owner.

It is an smart attendance system which will detect a particular student is present or not using face detection and will count the attendance.

This project offers a versatile platform for hand-related tasks, including dataset generation and custom hand gesture detection using Google's MediaPipe library and accelerated real-time sign language translation with LLMs on edge devices.

This machine learning model can detect sign language in real time. The model was trained using the Teachable Machine platform by Google.

This is an basic repo of my computer vision projects . where i have learning all basic problems in computer vision and also tackled any big project and real time project and developed them when i was as junior developer.