Overview
Description
MosChip® Patient Monitoring System (PMS) enables an AI-accelerated solution developed using the RZ/V series of vision AI MPUs. PMS serves as a solution for medical infrastructure where patients are monitored and observed with alarm signals or notifications sent to the concerned authorities. The PMS is developed with an in-house AI architecture design, encompassing data capturing, training, and testing. The architecture and solution are deployed on RZ/V2MA series hardware.
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Features
- Abnormal activity detection with custom architecture
- Architecture defined using YOLOV3 and Tiny Yolov3 with train and test accuracy of 80%
- Detects five abnormalities inference on Renesas DRP-AI accelerated applications
- Vision AI accelerator is inferenced and working with 8FPS to detect all classes in real time
- HTML web example is also included for design to view live stream and show notification or alert at nurse station