The objective of this project is to perform multi-class image classification using AWS Sagemaker. The model was deployed using AWS Sagemaker Endpoint and made avaialble via Lambda function.
In this project I used the built-in image classification model provided by AWS Sagemaker, retrained using the weather images dataset, performed hyper-parameter tuning and finally deployed the model as Endpoint.
This article explains the steps followed briefly: https://medium.com/gitconnected/multi-label-image-classification-using-aws-sagemaker-d979138d8a4f