Real-Time Safety Detection System
I need a Python-based application that performs two main functions: social distance monitoring and thief detection in standard definition video. Social Distance Monitoring: - Detect individuals in a video stream using SSD MobileNet (Caffe model). - Use depth estimation to calculate distances in real-time. - Trigger a visual alert if someone is within 175 cm. Thief Detection: - Use YOLOv5 to detect individuals regularly. - Implement OpenCV trackers to follow detected individuals. - Monitor if a person lingers over five seconds in a sensitive area (ROI). - Display a "THIEF DETECTED!" visual alert if this occurs. Implementation Details: - Load models using PyTorch (through ) and OpenCV DNN. - Support real-time performance with frame skipping and tracker updates. - Capture video i...
Keyword: Python
Delivery Time: 6 days left days
Price: $10.0
Machine Learning (ML) MySQL Predictive Analytics Python
PhD Technical Writer for Data Science Project
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