On-Device CoreML Photo Classifier
Build an iOS app that classifies photos on-device using CoreML — no server, no API calls. Privacy + speed.
SwiftUICoreMLVision frameworkPhotosUI
About this project
On-device ML is Apple's strategic differentiator. This project teaches CoreML integration: load a Vision model, run inference on photos from the library or camera, and display results. Bonus: convert a custom model from PyTorch using Apple's coremltools and ship that instead of a stock one.
Why build this in 2026?
Apple Intelligence has made on-device ML a hiring differentiator for iOS roles.
What you'll ship
- GitHub repo
Demo video
Writeup on model conversion (if you converted one)
Sign up to see the full project brief
Full deliverables, success criteria, and AI Career Tutor support — free.
You'll unlock:Complete project brief, AI tutor that knows this project, and progress tracking when you start.
Skills you'll practice
swiftswiftuiiosmachine learning