In computer vision, there are number of general, pretrained models available for deployment to edge devices (such as OpenCV AI Kit). However, the real power in computer vision deployment today lies in custom training your own computer vision model on your own data to apply to your custom solution on your own device. To train […]
In Living Color (or Not)
Computer vision engineers often face a hard choice when settling on a sensor module: color or grayscale?
Optimizing OpenCV for the RISC-V Architecture
This post is the part of the Google Summer of Code 2020 project OpenCV runs on many hardware platforms and makes use of the SIMD (Single Instruction Multiple Data) acceleration on the ones that support it. Today we will describe how OpenCV was ported and accelerated for RISC-V. What is RISC-V and Why RISC-V From […]
Working with Orbbec Astra 3D cameras using OpenCV
How to work with 3D cameras in OpenCV. Illustrated by the example of Orbbec Astra
OpenVINO model optimization
Are you looking for a fast way to run neural network inferences on Intel platforms? Then OpenVINO toolkit is exactly what you need. It provides a large number of optimizations that allow blazingly fast inference on CPUs, VPUs, integrated graphics, and FPGAs. In the previous post, we’ve learned how to prepare and run DNN models […]
