Using OpenCV Deep Neural Network Module with NVIDIA GPU and CUDA

Using OpenCV Deep Neural Network Module with NVIDIA GPU and CUDA

In this tutorial, you will learn how to combine OpenCV’s Deep Neural Network (DNN) module with NVIDIA GPU, CUDA, and cuDNN to boost inference speed by 211-1549%. Back in August 2017, I published my first tutorial on image classification using OpenCV’s DNN module. Readers of PyImageSearch loved the convenience and ease of use of OpenCV’s … Read more

C6043: Ultra-Compact Industrial PC for High-Density Computing Tasks

C6043: Ultra-Compact Industrial PC for High-Density Computing Tasks

Utilizing Small Spaces and Expansion Graphics Cards Executing Artificial Intelligence Applications The C6043 is a particularly powerful product in the Beckhoff ultra-compact industrial PC series, featuring an integrated NVIDIA graphics processing unit (GPU) on the second layer of the circuit board. Therefore, this computer provides an ideal hardware foundation for high-density computing applications, especially in … Read more