This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

This project uses computer vision and MIDI synthesis to play D-scale chords based on hand gestures. It employs OpenCV, cvzone, and pygame.midi to detect finger positions and trigger corresponding chords, sustaining them for 2 seconds before stopping automatically.

Using OpenCV and CVzone

snake game with open cv (use webcam & a hand to play:)

In this project we will be using OpenCV to virtually drag a rectangle and drop it at a different location. It will be further used for Virtual Mouse.

☕️ Gesture-Controlled Coffee Maker 🖐️🤖 Elevate your coffee experience with this Python script using hand gestures! 🌟 👉 Features: Hand detection with cvzone Voice-guided interaction using pyttsx3 Quantity selection through gestures Music entertainment with pywhatkit 🎶 Music Playlist: 'Hawayein,' 'Jab Koi Baat,' 'Senorita,' and more. 🚀

This repository contains Python code to count the number of cars, trucks, buses, and motorbikes in a video using YOLOv8 object detection. It also tracks the detected vehicles and displays the count in real-time.

This is a virtual picture dragging application. Users may virtually slide photos across the screen. The distance between the index and middle fingers determines the movement. Smaller distances indicate click and motion, whereas bigger distances indicate only hand movement.

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.

A real-time hand sign language detection system built using OpenCV, Flask, and Deep Learning. The system captures live webcam feed, detects hand gestures using the cvzone HandTrackingModule, and classifies the detected signs using a custom-trained Keras model.

This repository contains modules that offer hands-on learning on opening webcams using Python and performing hand detection tasks. Explore the exciting world of real-time interaction through hand gestures, exemplified by the captivating GestureGlide Rock-Paper-Scissors game. 📸👋🎮

FitMe360 Virtual Try-On App: Experience virtual fitting room. Utilizes OpenCV, Mediapipe, and Tkinter for real-time pose detection and interactive GUI. Try on different shirts based on gender with ease and Experience fashion in real-time!

Facial Landmark Detection using OpenCV and Mediapipe

Computer Vision python program to play games using hand gestures

This project demonstrates a real-time hand gesture recognition system using Python, OpenCV, and Gemini AI by Google.

AI Virtual painter with hand gester project is a AI based project in which you can detect hand and fingers and with the help of your index fingure you can draw on the screen and with the idex fingure and middle fingure you can select the different colors and the eraser to erase the drawing. this project is writen in python language with the help of cvzone, mediapipe, etc libraries.

A real-time American Sign Language (ASL) recognition system

Dino game with hand movements

Developed python exe setup using tkinter to fully control mouse & keyboard movements by human hand and eye gestures. It works with the help of different libraries and packages like OpenCV, Mediapipe, Cvzone, Dlib, Haar Cascade, etc.

A real-time bidirectional people counting and foot-traffic analytics system powered by YOLOv11 and OpenCV. Features multi-object tracking (MOT), dual-polygon region-of-interest (ROI) logic for entry/exit detection, and automated video reporting. Perfect for retail analytics and smart occupancy monitoring.

the virtual calculator is above the live streaming from my camera usb , the program first detect my hand and in each frame calculate the distance between two finger ,if the distance is lower than the specific length , it detected as a click i can write any arithmitic operation , when i click in the equals sign the result appears in the display section. i can clear the display section by pressing c button in the keyboard .

Virtual touchscreen keyboard using OpenCV and cvzone module

This project showcases a Python application that allows you to zoom in and out of any picture using hand gestures. It utilizes the OpenCV library along with the cvzone module to detect and track hand gestures, enabling you to control the zoom level of an image effortlessly.

This project is a hand detection program written in Python. It uses computer vision techniques to identify and track the location of hands in real-time using a webcam.The program will open your default webcam and display the output on the screen. It will track the location of your hand in real-time and draw a bounding box around it.

AI 4 Every 1 course by CVZone.

The source code of IoT project to control LED with Hand Tracking with Mediapipe & CVZone

Real-Time Face Anti-Spoofing System: A YOLO-based real-time face anti-spoofing and image quality assessment solution with a Streamlit interface. Ideal for biometric authentication and surveillance applications.

With the virtual keyboard, you can write on the real time images by combining the thumb and index fingers on the letter you want. Try to make the documentation of each step involved and contribute in the documentation folder

Virtual Zoom using OpenCV

Basic Digital Image Processing - OpenCV - CVZone - Mediapipe - Scikit-Image Hand Tracking, Face Detection Recognition