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Getting Started with AWS Sagemaker for Image Classification using TensorFlow

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Getting Started with AWS Sagemaker for Image Classification using TensorFlow

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Amazon Sagemaker is a fully managed service that provides the ability to build, train, and deploy machine learning models that can be deployed on Teledyne FLIR Firefly-DL cameras. Sagemaker removes the heavy lifting from each step of the machine learning process to make it easier to develop high quality models. This application note aims to provide the following: Provide links to Amazon Web Services (AWS) resources on how to setup an AWS account and request resources (e.g. EC2), Provide some information on Sagemaker and how to setup a Notebook instance, Provide some information on S3 storage and how to a create storage bucket, Provide a working code example using Jupyter notebook to train an image classification model.

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