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The same wallpaper appeared twice in my catalog — measuring perceptual hash thresholds across 324 images
Four approaches to image catalog deduplication measured end to end: SHA-256, dHash, a hue signature, and a block signature. dHash alone scored 0.9% precision. Here is why perceptual hashes collapse on smooth images, and how the ground truth turned out to be the thing that was wrong.
⬡ Rork Dev/2026-06-24Advanced
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◉ Rork AI/2026-04-12Advanced
Building an AI Photo Editor App with Rork — Complete Implementation Guide for Filters, Background Removal, and Style Transfer
A complete guide to building an AI-powered photo editor app with Rork. Implement image filters, background removal, AI style transfer, and export features to create a production-quality app ready for the App Store.