Real-time Computer Vision
AI Object Detection System
Designed an AI-based object recognition platform using TensorFlow, OpenCV, and FastAPI, with WebSocket streaming for real-time detection. Trained and deployed custom ML models for 95%+ accuracy.
Timeline
7 weeks
Client
Completed
Project Results
Measurable outcomes that demonstrate the success and impact of this project.
95% accuracy
On custom trained models
Key Features
Real-time Object Detection
Custom Model Training
Bounding Box Visualization
Confidence Scoring
Video Processing
REST API Integration
Technologies Used
Python
TensorFlow
OpenCV
FastAPI
React
WebSockets
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