Image Classification, Object Detection, Semantic Segmentation Using AWS

Abstract

With more advancement in technology of object detection, Computers can detect, localise, and distinguish visually detectable items in photos and movies. A image may consist of a single frame that records a single-static instance of a naturally occurring event. Earlier, people had to detect the object using sensors. Technology is developed widely utilized by information technology giants is cloud computing. In corporate sector, the most of the businesses using cloud computing technology and with the help of this technology performs object detection through image using Amazon Web Services. The proposed system was used different techniques on image such as Classification, Detection, and Segmentation by using AWS Sagemaker to train and deploy the respective algorithms as Resnet-18,VGG-16,FCN+ResNet50.