Using Apple CreateML for Object Detection: From Data Annotation to Model Deployment

This article walks through the complete workflow of building an iOS object‑detection model with Apple’s CreateML, covering data collection, JSON annotation, using Roboflow for labeling, configuring training parameters, exporting the model, and integrating it into a Swift app via the Vision framework.

CreateMLSwiftVision

0 likes · 11 min read

Using Apple CreateML for Object Detection: From Data Annotation to Model Deployment

Sohu Tech Products

Mar 22, 2023 · Artificial Intelligence

Using Apple CreateML for Object Detection: From Data Annotation to Model Deployment

This article walks through the complete workflow of building an iOS object‑detection model with Apple CreateML, covering data collection, JSON‑based annotation (using Roboflow), training configuration, evaluation metrics, model export, and integration into a Swift app via the Vision framework.

CreateMLVisiondata annotation

0 likes · 11 min read

ELab Team

Dec 6, 2022 · Artificial Intelligence

Mastering CreateML: From Data Prep to Object Detection Models on iOS

This article introduces Apple’s CreateML tool, explains its supported model types, shows how to prepare and augment data, provides a Node.js script for generating synthetic training sets, and walks through training, testing, and integrating an object‑detection model into an iOS app.

CreateMLSwiftdata augmentation

0 likes · 17 min read

Mastering CreateML: From Data Prep to Object Detection Models on iOS