By Eric Gregori Senior Software Engineer and Embedded Vision Specialist BDTI This video training session covers some of the algorithms available in OpenCV, and is intended for programmers and non-programmers alike. You can download (and install) the BDTI OpenCV Executable Demo Package here and follow along. The examples run on various Windows operating systems and […]
Introduction To Computer Vision Using OpenCV (Video) Read More +
The BDTI OpenCV Executable Demo Package is an easy-to-use tool which allows anyone with a Windows computer and a web camera to experiment with some of the algorithms in OpenCV v2.3. After downloading the installer zip file, double-click on the zip file to uncompress its contents, then double-click on the… Introduction To Computer Vision Using
Introduction To Computer Vision Using OpenCV (Software Demo) Read More +
By Eric Gregori Senior Software Engineer and Embedded Vision Specialist BDTI The name OpenCV has become synonymous with computer vision, but what is OpenCV? OpenCV is a collection of software algorithms put together in a library to be used by industry and academia for computer vision applications and research (Figure 1). OpenCV started at Intel
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Last week, José Alvarez of Xilinx (whose recently published tutorial video I hope many of you have already auditioned) emailed me a heads-up on an online article titled "Make Computers See with SimpleCV — The Open Source Framework for Vision". Authored by Anthony Oliver, Chief Technology Officer at Ingenuitas, the writeup definitely piqued my interest.
SimpleCV: Is An “OpenCV For The Masses” Necessary? Read More +
LETTER FROM THE EDITOR Dear Colleague, Vision-language models are becoming widely used. How can engineers familiar with classical AI and vision techniques learn to leverage these new models in real world applications? We have two pieces today focused on getting started with VLMs, one focused on running them on the Jetson hardware family, and
Edge AI and Vision Insights: March 4, 2026 Read More +
This blog post was originally published at Peridio’s website. It is reprinted here with the permission of Peridio. The gap between robotics prototypes and production deployments has always been an infrastructure problem disguised as a hardware problem. Teams build incredible computer vision models and robotic control systems on NVIDIA Jetson developer kits, only to hit
OPTIMIZING DEEP LEARNING MODEL EFFICIENCY Quantization Techniques for Efficient Deployment of Large Language Models: A Comprehensive Review The deployment of large language models (LLMs) in resource-constrained environments is challenging due to the significant computational and memory demands of these models. To address this challenge, various quantization techniques have been proposed to reduce the model’s resource
Edge AI and Vision Insights: October 1, 2025 Read More +
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Learn how to leverage the RGB-D mapping feature of e-con Systems’ DepthVista ToF camera to align RGB and depth data for precise 3D vision applications. This step-by-step guide covers camera calibration, the role of intrinsic
How to Use the RGB-D Mapping Feature of e-con Systems’ DepthVista ToF Camera Read More +
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The default Python V4L2 library module contains critical details related to the V4L2 capture method. Learn how to implement basic definitions (missing the default library module) and capture images in the V4L2 multi-planar format. Python
How to Support Multi-planar Format in Python V4L2 Applications on i.MX8M Plus Read More +
Mainz / Ettlingen, July 23, 2025 – The phyBOARD for VC MIPI Development Kit from Phytec, in collaboration with Vision Components, is now available in two versions with NXP i.MX 8M Plus and i.MX 8M Mini processor boards. Both versions provide plug-and-play support for Vision Components’ more than 50 VC MIPI Cameras. The two embedded vision
Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.
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