Amazon SageMaker

For Amazon Sagemaker part, I have initialized the git repo from the terminal of JupyterLab on AWS platform. I added git remote URL to connect JupyterLab terminal to Github server.

Identifying Bees Using Crowd Sourced Data using Amazon SageMaker

Table of contents

Introduction to dataset

• Labeling with Amazon SageMaker Ground Truth
• Reviewing labeling results
• Training an Object Detection model
• Review of Training Results
• Model Tuning
• Cleanup

Need to Know beside following video Getting Started with AWS Machine Learning

• Make sure to setup your own S3 Bucket
• Just follow up the course (Getting Started with AWS Machine Learning) and practice on your own. Please do not use demo.ipynb from my repo since I updated it with my information. You need implement your own to learn how python coding works for computer vision.