Python
Machine Learning
2023
ID: 1CP0704
Sign Language Detection and Recognition Using MediaPipe and Machine Learning Algorithm
Keywords:
Sign
Language
Recognition,
MediaPipe,
Random
Forest,
Hand
Landmark
Detection,
Machine
Learning,
Gesture
Recognition,
Computer
Vision,
Assistive
Technology
Project Synopsis & Overview
This project detects and recognizes alphabetical sign language gestures in real time using MediaPipe and machine learning in Python. Hand images are collected through a webcam, and MediaPipe extracts 21 three-dimensional hand landmarks, which train a Random Forest classifier. When a sign is shown, the system predicts the corresponding letter, helping bridge communication between hearing and speech-impaired people and others.
Complete Technical Specifications
| Project ID | 1CP0704 (DB ID: 704) |
| Project Title | Sign Language Detection and Recognition Using MediaPipe and Machine Learning Algorithm |
| Domain Division | Python |
| Sub-Domain / Tech | Machine Learning |
| IEEE Year | 2023 |
| Package Price | ₹6500 |
| Created Date | Nov 13, 2026 |
Project Price
₹6500
₹8000
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100% Executable Source Code & DB
IEEE Journal Paper Synopsis & PPT
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