LearnCV.ai

Teaching AI visually and practically!

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🚀 Computer Vision Project Ideas

Welcome to the curated list of hands-on, real-world Computer Vision (CV) project ideas. These projects are categorized to help you explore different domains of CV.

🧾 OCR / Document AI / Text Recognition

# Project Title Description
1 Bill / Invoice Scanner Extract dates, invoice numbers, and totals from scanned invoices. Auto-generate Excel reports.
2 ID Card Extractor Extract Aadhaar, PAN, Driving License text and auto-fill forms.
3 Handwriting Recognition Digitize handwritten notes using OCR and convert to editable text.
4 OCR to Speech for Visually Impaired Convert printed documents into audio using TTS systems.
5 Math Equation Recognition Convert handwritten math expressions to LaTeX.
6 Real-time Subtitle Generator Capture speech or printed text from videos and generate subtitles or notes.
7 Text Summarization from Webcam OCR Real-time OCR from webcam feed and apply NLP to summarize.
8 Historical Document Digitization Tool Clean, read, and digitize old manuscripts or texts.

😊 Face Recognition / People Analytics

# Project Title Description
9 10 Face Recognition Techniques Implement 10 methods every CV engineer should know.
10 Live Face Recognition for Attendance / Access Real-time face tracking for class attendance or secure access.
11 Exam Cheating Detection System Monitor multiple students in live feed to detect abnormal behavior.
12 3D Face Mesh from 2D Reconstruct 3D face structure from 2D images using deep learning.
13 Student Entry/Exit Tracker Log student movements in a classroom minute-by-minute.
14 Customer Queue Analytics Analyze entry/exit log of customers in a queue system.
15 Participation Tracker Track student behavior: sitting, speaking, hand raising, etc.
16 E-Learning Attention Tracker Monitor student attentiveness in online classes using webcam.

🚘 Autonomous Driving / Vehicle Vision

# Project Title Description
17 Lane, Road, & Environment Detection Use real video to simulate self-driving bike vision.
18 Traffic Light Detection Detect and classify traffic signals in real-time.
19 Pedestrian/Animal Detection Detect moving obstacles for safer driving (simulation).
20 Driver Behavior Detection Track drowsiness, distraction, and emotions. Maintain driving logs.
21 Automatic Parking Simulation Park car within boundary automatically using CV & sensors.
22 Traffic Violation Detection Detect helmet-less riders, triple riding, etc.
23 Pothole Detection System Detect potholes and report geolocation.
24 Speed Limit Recognition Detect and adjust driving speed based on signage.

🛍️ Virtual Showroom / Try-On Applications

# Project Title Description
25 3D Avatar Generator Create avatars for personalized online shopping.
26 Body Measurement Estimation Estimate user’s body dimensions from images.
27 Virtual Eyewear Try-On Try-on different glasses in AR.
28 Virtual Dressing Room AR-based changing room experience for clothes.
29 Virtual Jewelry Try-On Preview necklaces, rings, earrings in real-time.
30 Make-Up Try-On Lipstick, foundation, eyeliner application using CV.
31 Color Customizer Change clothing color in live AR preview.
32 Virtual Walkthrough Navigate a 3D/AR-based online store experience.

🏏 Sports Analytics / Fitness / Games

# Project Title Description
33 Sports Person Detection Detect players and their movements.
34 Cricket Ball Tracking Predict ball trajectory in real-time.
35 LBW Decision Assistant Use simulation data for LBW prediction.
36 Ball Speed Estimator Estimate speed from recorded cricket clips.
37 No Ball Detection Detect overstepping using video analysis.
38 Fielding Position Detection Recognize on-field player positions.
39 Shot Type Recognition Classify shot types: cover drive, pull, etc.
40 Umpire Signal Detection Recognize umpire gestures: 6, 4, out, etc.

🤖 Assistive & Social AI Tools

# Project Title Description
41 Sign Language Recognizer Convert sign gestures to speech for deaf-blind interaction.
42 Mood Detecting Robot Robot companion that reacts to facial emotion.
43 Voice-to-Gesture Robot Converts voice commands to robotic gestures.

🧠 Mega Project: Interactive Learning Platform

“LearnCV.ai” — A Complete CV E-learning Experience

Objectives:

  1. Build a website for learning Computer Vision interactively.
  2. Include algorithm visualizations, notebooks, and tutorials.
  3. Support hands-on modules with datasets and coding challenges.
  4. Host real-world case studies and project templates.
  5. Encourage “learning by doing” with visual aids and gamified content.

🔁 This list can be expanded. You can pick projects based on your interest in education, industry, healthcare, sports, or AR/VR.

✅ Next Steps