In this article you will understand how to choose the best inference detector for your needs, and discover the huge performance gain it can give you. Choosing the right inference framework for real-time object detection applications became significantly challenging, especially when models…
Choosing the right inference framework for real-time object detection applications became significantly challenging, especially when models should run on low-powered devices. In this article you will understand how to choose the best inference detector for your needs, and discover the huge performance gain it can give you.
Usually, we tend to focus on light-weight model architectures when we aim to deploy models on CPU or mobile devices, while neglecting the research for a fast inference engine.
During my research on fast inference on CPU devices I have tested various frameworks that offer a stable python API. Today will focus on Onnxruntime, OpenCV DNN and Darknet frameworks, and measure them in terms of performance (running-time) and accuracy.
Explains how to find ulimit values of currently running process or given user account under Linux using the 'ulimit -a' builtin command.
MEAN Stack Tutorial MongoDB ExpressJS AngularJS NodeJS - We are going to build a full stack Todo App using the MEAN (MongoDB, ExpressJS, AngularJS and NodeJS). This is the last part of three-post series tutorial.
Creating RESTful APIs with NodeJS and MongoDB Tutorial - Welcome to this tutorial about RESTful API using Node.js (Express.js) and MongoDB (mongoose)! We are going to learn how to install and use each component individually and then proceed to create a RESTful API.
Explains how to use the systemctl command to list all failed units or services on Debian, Ubuntu, CentOS, Arch, Fedora, and other Linux distros.
CentOS Linux 8.2 (2004) released. This release adds corrections for security issues based upon RHEL 8.2 souce and here is how to upgrade it.