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Sohu Tech Products
Sohu Tech Products
Apr 12, 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’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.

CreateMLObject DetectionSwift
0 likes · 11 min read
Using Apple CreateML for Object Detection: From Data Annotation to Model Deployment
Sohu Tech Products
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.

CreateMLObject Detectiondata annotation
0 likes · 11 min read
Using Apple CreateML for Object Detection: From Data Annotation to Model Deployment