Training and deploying models using TensorFlow 2 with the Object Detection API on Amazon SageMaker

By Dustin Ward

AWS FeedTraining and deploying models using TensorFlow 2 with the Object Detection API on Amazon SageMaker With the rapid growth of object detection techniques, several frameworks with packaged pre-trained models have been developed to provide users easy access to transfer learning. For example, GluonCV, Detectron2, and the TensorFlow Object Detection API are three popular computer…

Improving AWS Java applications with Amazon CodeGuru Reviewer

By Dustin Ward

AWS FeedImproving AWS Java applications with Amazon CodeGuru Reviewer Amazon CodeGuru Reviewer is a machine learning (ML)-based AWS service for providing automated code reviews comments on your Java and Python applications. Powered by program analysis and ML, CodeGuru Reviewer detects hard-to-find bugs and inefficiencies in your code and leverages best practices learned from across millions…