YOLO-Tiny sacrifices some accuracy compared to the larger YOLO models but offers faster inference speeds, making it suitable for real-time applications on devices with limited computational resources, such as smartphones or embedded systems. YOLO-Tiny models, like other YOLO (You Only Look Once) models, are used for object detection in images or video frames. Specifically, they…

DETR demonstrates accuracy and run-time performance on par with the well-established and highly-optimized Faster RCNN baseline on the challenging COCO object detection dataset. Moreover, DETR can be easily generalized to produce panoptic segmentation in a unified manner. We show that it significantly outperforms competitive baselines. The model leverages transformers, a type of neural network architecture…

As Kubernetes feature set evolves, APIs have to evolve too in order to support this change. There are rules in place that aim to guarantee compatibility and stability, and also it does not happen with every release, but eventually, User will have to use the new API version and format as the old one will…

Gatling is an open-source load testing framework that is used for performance testing and benchmarking of web applications. It is designed to simulate a large number of users interacting with your application to assess its performance under various conditions. The primary focus of Gatling is on performance, scalability, and ease of use. Gatling is widely…

JMeter is a powerful tool for performance testing that offers ease of use, versatility, scalability, real-time monitoring, script reusability, integration with CI/CD pipelines, cost-effectiveness, and strong community support. With JMeter, you can simulate thousands or even millions of virtual users to assess how your application performs under different levels of load. This scalability testing helps…

AWS-Nuke enables User to delete various types of AWS resources, such as EC2 instances, S3 buckets, RDS databases, IAM users, and more. User can define a configuration file that lists the resources that User wants to delete. AWS-Nuke will then automate the cleanup process based on configuration. Selective Deletion: The tool allows User to specify…

Hugo GeekDoc offers several benefits for creating technical documentation websites. Furthermore, Hugo generates static websites, which are fast and efficient. This means that Hugo GeekDoc sites load quickly, providing a smooth user experience. As a Hugo theme, GeekDoc allows for extensive configurations. Users can easily modify the layout, styles, and functionality to suit their specific…

As a powerful tool, Jenkins provides a vast array of plugins and integrations with other development and deployment tools, making it highly customizable and adaptable to different project requirements. It enables teams to streamline the development process, detect and fix issues early, and deliver software updates more efficiently. By offering Jenkins in the AWS Marketplace…