Resources

Videos

Watch edge AI inference running on real hardware — product demos, partner deployments and conversations with the MemryX team.

Product DemoVideo
MemryX exclusively using YOLO-World @CES 2025

Ask another Edge AI Accelerator to show you their YOLO-World demo. They don’t have one. Check out this video to see MemryX use YOLO-World and Tim explains why this makes MemryX unique in this class.

Product DemoVideo
MemryX 16 camera Video Management System (VMS) demo

MemryX shows off their 16 camera, Yolov5 demo for Video Management Systems (VMS). The 16 cameras were arranged in the CES 2024 suite. The demo runs an object detection network with bounding boxes around people and objects that it detects.

Product DemoVideo
MemryX PPE demo

This video highlights MemryX’s personal protective equipment demo. We’ve collaborated with our partner Edge Impulse using a YOLO v5 dataset. The object detection network draws bounding boxes around people and identifies whether they’re wearing a hardhat, a safety vest, and ideally both.

Product DemoVideo
MemryX side by side demo of our MX3 M.2 Module vs. standard GPU

Want to literally hear the difference in a MemryX MX3 M.2 AI Accelerator Module and a standard GPU? This demo shows Microsoft AirSim running on both. MS AirSim is a program used to create data sets for autonomous driving and also autonomous drone data sets. The noise created from the fan on the GPU should also make you think about the increased wattage needed by GPUs to run this same model.

Product DemoVideo
MemryX - 81 cameras demo from GSX 2024

MemryX’s Roger Peene and Mohamed Haidara discuss the 81 cameras demo and significance to the VMS market. Shot at GSX 2024 – Orlando, Florida.

Product DemoVideo
Industrial Computer Vision - MemryX takes on chocolate assessment

Good chocolate or Bad chocolate? Watch this demo from CES 2025 for an Industry 4.0 demo on model recognition. Think of the possibilities. From assembly lines, retail, to anything that moves. If you want to recognize a model instantly, on the Edge, turn to MemryX.

Product DemoVideo
MemryX ISC West 2025 booth tour

Join MemryX’s Mohamed Haidara as he walks through MemryX’s ISC West booth, including four demos showcasing our groundbreaking technology.

Partner DemoVideo
MemryX and Fracctal - Traffic management demo

Tim Case reviews Fracctal’s traffic management demonstration from cameras in Bellevue, Washington. This technology will change how intersections are managed and will help in providing emergency assistance when needed (not waiting for a human to dial 9-1-1).

Partner DemoVideo
MemryX and Fracctal Working Together

Fracctal CEO Tim Case discusses how his team and MemryX are working together real-world traffic management using AI. Thanks Tim! We look forward to many more stories on our technologies working together!

Want to see it running on your workload?

Tell us what you are building and we will set up a demo or point you to the right hardware.