Overview
Description
MosChip® solution for smart safety in manufacturing and construction employs PPE (Personal Protective Equipment) kit detection on RZ/V series vision MPUs with DRP-AI accelerators. This application provides detection of person / worker wearing standard PPE kit in working area to alert the safety monitor and keep the environment safe. Application developed with YOLOV5 architecture and deployed on RZ/V2MA edge AI accelerator.
Image
Features
- Solve safety measures for construction and manufacturing industry
- Dataset collection and capture dataset of head, helmet, vest and person
- YOLOV5 architecture trained and validated with 80% dataset and inference accuracy for 10k images
- Web application for PPE detection on an Edge AI accelerator, enabling inference of the algorithm and conducting post-processing to display outputs
- Inference successfully performed on an Edge AI accelerator with inference time of 18 ms and speed of 10 FPS
Comparison
Applications
- Construction area
- Factories