Training CoreML Object Detection model from scratch using CreateML

Tom Baranowicz demonstrates how to collect and label data, train an object detection model using CreateML, and use it in an iOS app.

CoreML object detection model can be used in iOS, tvOS, WatchOS and MacOS apps. This video contains step by step tutorial on how to train object detection model using CreateML and then how to use it in iOS app. You will learn how to collect data, how to label it and then how to use CreateML to train object detection model. In last step i present how can you use trained CoreML model in simple iOS app to predict location of objects on photos. Links: Video Repository (training data + test data + iOS app + trained sample model): github.com/tombaranowicz/ObjectDetectionWithCreateML Cloud Annotations app: cloud.annotations.ai/ How to set up Cloud Annotations app: hackernoon.com/how-to-label-data-create-ml-for-object-detect… Follow me on: Twitter: twitter.com/tombaranowicz Github: github.com/tombaranowicz Instagram: instagram.com/tombaranowicz/