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README.md

SageMaker/DeepLens demo Safety-helmet detection (AWS)

This repo sync's with the SageMaker folder in steve@smtahunter's SageMaker folder in US-East-1, https://safethelmetdetection.notebook.us-east-1.sagemaker.aws/tree

Use Case: As a Site Inspector, I want to identify any construction crew that are not wearing safety helmets, so I can meet my health and safety responsibilties

Steps:

1. Download ImageNet images by Wordnet ID

2. Store images into binary recordIO format for MXNEt

3. Fine tune existing model.ipynb

4. Deploy retrained model to DeepLens

5. Alert Site Inspector of construction crew not wearing a safety helmet