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Addendum for Summary: Industrial Safety - Worksite Helmet Monitoring

A project log for Multi-Domain Depth AI Usecases on the Edge

SLAM, ADAS-CAS, Sensor Fusion, Touch-less Attendance, Elderly Assist, Monocular Depth, Gesture & Security Cam with OpenVINO, Math & RPi

Anand UthamanAnand Uthaman 10/25/2021 at 12:490 Comments

A very useful industrial solution could be the detection of people not wearing helmets in worksites and giving warnings for their safety. To demonstrate, see the output of the YOLOX model trained with this dataset using roboflow.

worksiteHelmet.gif

YOLOX is a high-performance YOLO, particularly suited for edge as it supports ONNX, TensorRT, and OpenVINO. Hardware optimization of the trained model to OpenVINO model is discussed in Solution #5.

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