PopularMajor Project
Artificial Intelligence
Face Recognition Attendance System
Camera-based attendance with liveness detection and analytics
- Python
- OpenCV
- FaceNet
- Flask
- +2
₹4,900₹5,999
4.8/301 reviews
Artificial Intelligence · Mini Project
Virtual Drums with OpenCV
Strike on-screen drums with tracked hands or sticks to play real sounds
1-2 weeks build
Overview
A drum kit drawn over the webcam feed. Hands are tracked with MediaPipe, or coloured stick tips with HSV colour masking, and a hit fires when a tip enters a drum zone moving downwards fast enough. Each zone plays its own sample through Pygame with low latency, and a cooldown stops one strike triggering twice.
What makes it stand up
- 01Two tracking modes: MediaPipe hands or colour-masked drumsticks
- 02Velocity-gated hit detection so resting in a zone makes no sound
- 03Per-zone cooldown to prevent double triggers
- 04Low-latency sample playback on separate mixer channels
- 05Configurable kit layout loaded from a JSON file
Module breakdown
- 01
Tracking
MediaPipe fingertips or HSV thresholding with contour centroids.
- 02
Kit layout
Drum zones defined in JSON and drawn as translucent overlays.
- 03
Hit detection
Zone entry plus downward velocity across consecutive frames.
- 04
Audio
Pygame mixer with preloaded samples and channel allocation.
- 05
Calibration
Slider window to tune HSV ranges for your lighting.
After this, you will be able to
- Explain HSV colour segmentation and why it suits stick tracking
- Defend the velocity threshold and cooldown design
- Play a short rhythm live as the demo
Technology stack
- Python
- OpenCV
- MediaPipe
- Pygame
- NumPy
- Level
- Mini Project
- Domain
- Artificial Intelligence
- Build time
- 1-2 weeks
- Difficulty
You receive
- Complete, commented source code
- 60-90 page project report (IEEE format)
- Editable presentation deck
- Architecture, ER and UML diagrams
- Local setup and deployment guide
- Sample dataset or seed data
- Viva question bank with answers
- One 45-minute walkthrough call
- 30 days of doubt-clearing support