Edge AI Vision Kits Archives

How to run Deep Learning models on the TI Edge AI kit TDA4VM using camera streaming

Suresh MadhuDecember 1, 20220

New-age embedded vision applications require the use of sophisticated AI and deep learning algorithms. Learn how to run a deep learning model on Texas Instruments’ TDA4VM starter kit using e-con Systems’ Full HD FPD-Link III color global shutter camera module.

How to run an object detection model on Qualcomm QCS610

Vinoth RajagopalanJuly 6, 20220

Qualcomm QCS610 is one of the most popular SoCs used for developing AI-based embedded vision applications. Learn how to use e-con Systems’ QCS610-based smart AI vision kit to develop an end-to-end object detection application.

Qualcomm QCS610 AI vision kit with e-con’s low light camera module

Vinoth RajagopalanJuly 25, 20230

Qualcomm QCS610 is a high-performance SoC that helps build smart camera systems capable of performing intelligent processing at the edge. Discover prominent use cases and understand the differentiators of e-con Systems’ new QCS610 AI vision kit.

How SmarteCAM works with AWS IoT Greengrass

Suresh MadhuJanuary 23, 20230

e-con Systems’ SmarteCAM, a ready-to-deploy smart AI camera system, has been validated by the AWS Device Qualification Program under the AWS IoT Greengrass category. Get info on the benefits of AWS qualified devices and how to operate SmarteCAM with AWS IoT Greengrass.

How to run the YOLO object detection on SmarteCAM

Vimal PachaiappanJuly 25, 20230

You Only Look Once (YOLO) is one of the fastest real-time object detection algorithms (45 frames per second) when compared to the R-CNN family. Get a step-by-step guide on how to run the YOLO object detection on SmarteCAM – e-con Systems’ ready-to-deploy IP66 rated AI camera.

How to run DeepStream applications out-of-the-box on SmarteCAM

Vimal PachaiappanJuly 6, 20220

NVIDIA® DeepStream Software Development Kit (SDK) is an accelerated AI framework for building Intelligent Video Analytics (IVA) pipeline. See what happens when we run an NVIDIA DeepStream pipeline on SmarteCAM and understand its use cases and performance.