Blogs
How to Set up and Use Object Detection Endpoints
Written by Timothe Coloniel, Junior Software Engineer, TrackIt Object detection is a fundamental task in computer vision that involves identifying and locating objects within an image. This technology has a wide range of applications, including autonomous driving,...
Building a Custom Object Detection Model with YOLOv8
Written by Maram Ayari, DevOps Engineer What is Object Detection? How is it Different from Object Localization and Classification? Object detection is a key task in computer vision, essential for enabling machines to analyze and understand visual data. In various...
What is Infrastructure as Code (IaC)?
Infrastructure as Code (IaC) is a methodology that allows organizations to manage and provision infrastructure through machine-readable files rather than manually configuring hardware or using interactive configuration tools. As the name suggests, this approach treats...
What is Serverless?
Serverless is not software itself; it is a cloud computing model where a cloud provider, like AWS, automatically manages the infrastructure, allowing developers to run code without managing servers. Users only pay for the compute time used, and applications...
What is Containerization?
Containerization in cloud computing refers to the encapsulation of applications and their dependencies into lightweight, portable containers. Unlike traditional virtual machines (VMs), containers share the host operating system's kernel, making them efficient and fast...
Weka.io vs. Amazon FSx: Which Cloud File Storage Solution Fits Your Needs?
File systems are foundational components of modern computing infrastructure, responsible for storing and organizing digital data efficiently. Choosing the right file system can be critical to ensuring meeting performance, scalability, and security requirements....