Every iPhone user knows the feeling: iCloud Storage Full.

When I checked my own device, 68% of storage was consumed by useless images — screenshots, blurry duplicates, near-identical burst photos. Manual cleanup would take hours.

This is where on-device AI changes the game.

How Swipe Cleaner Classifies Junk Photos

Swipe Cleaner (apps.apple.com/id6779493280) uses Core ML to run image classification entirely on-device: