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Introduction

Part 1 - Build a Hard Hat Object Detection Model

Section 1 - Label a dataset of hard hat images with White / Blue / Yellow / Person objects

This section shows you how to use Cloud Annotations to label a dataset of hard hat images with White / Blue / Yellow / Person objects

Section 2 - Create IBM Cloud resources

This section shows you how to create an instance of Cloud Object Storage (COS) in IBM Cloud. Create a COS bucket and upload the hard hat dataset to COS. Finally create Watson Machine Learning instance.

Section 3 - Train and Test a Hard Hat Detection Model

This section demonstrates how to install the Cloud Annotations cacli, train a Tensorflow model, download the model, set up a sample localhost web application and test model on your laptop.