Real Time Machine learning/Computer Vision project that detects if the motorcycle riders wear helmets.
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Updated
Jun 14, 2022 - Python
Real Time Machine learning/Computer Vision project that detects if the motorcycle riders wear helmets.
We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.
Scripts to download & install camera-streamer for a Raspberry Pi Zero 2 with Camera Module v3 Wide. The primary use case is as a wireless HMC (Helmet Mounted Camera) for facial motion capture.
This is code that is used for the onboard raspberry pi in the helmet. It has text to speech and speech to text features. It also makes use of a small transparent OLED display that can be used to display useful information directly to the wearer.
An automated system of traffic monitoring to detect violations using yolov3 with Keras backend. Riders not wearing helmet are detected and tickets are sent automatically using ANPR.
A machine learning python based gui application for detecting the whether bike rider is wearing helmet or not.
A system to detect non-adopted persons using a deep learning model, identify faces, and record work logs
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