MitySOM Demos

Our popular defect detection demonstration uses artificial intelligence at the edge with our Texas Instruments AM62Ax-based SOM. The demo utilizes the yolox-nano-lite-defect-detection model running on the AM62A C7x-MMA accelerator, delivering 65x faster performance vs running on the ARM A53 quad cores. A live video is displayed on the screen with visual indicators and statistics showing total parts, defect rate, and other analytics. Utilizing Edge AI Studio simplifies model training and deployment for new types of parts and materials.

Featured Hardware: MitySOM-AM62A System on Module powers Critical Link’s Edge AI Camera

Example Applications: Factory Automation, Production Yield/Quality Assurance

Contact info@criticallink.com for more information

This demo utilizes the YOLOX-S-Lite machine learning model for real-time vision-based people tracking with statistical insights such as total visitors, current occupancy, and visit duration. It also offers heatmap: highlighting frequently visited areas.

Featured Hardware: MitySOM-AM62A System on Module powering Critical Link’s Edge AI Camera

Example Applications: Retail, Building Automation, Safety/Security

Contact info@criticallink.com for more information

Critical Link’s Qualcomm Dragonwing QCS6490-based SOM is performing facial recognition with Qualcomm’s proprietary Lightweight Face Detection model. The system can be trained to recognize and remember specific faces.

Featured Hardware: MitySOM-QC6490 Development Kit and MitySOM-QC6490 System on Module

Example Applications: Security/Authentication, Retail, Building Automation, Smart City

Contact info@criticallink.com for more information

This demo performs single camera (monocular) depth estimation with Qualcomm’s implementation of the MiDaS V2 Deep Convolutional Neural Network model. Images are collected from a single camera, and the neural network runs on the QCS6490 processor, featuring AI hardware acceleration, to create a relative depth map. This depth map is visualized as a heat map, such that red pixels correspond to shorter distances and blue to longer distances.

Featured Hardware: MitySOM-QC6490 Development Kit and MitySOM-QC6490 System on Module

Example Applications: Robotics, Surveillance, Safety/Security

Contact info@criticallink.com for more information

This demo shows integration of 3 discrete OV9281 cameras connected via MIPI CSI interfaces using Critical Link’s QCS6490-based System on Module and development board. Each camera is 1280×720, monochrome, operating at 30fps.

Featured Hardware: MitySOM-QC6490 Development Kit and MitySOM-QC6490 System on Module

Example Applications: Medical Imaging, Security/Surveillance, Surround View, Cabin Recorder

Contact info@criticallink.com for more information