Punge

Show HN: Punge: Ondevice NSFW Image Detection Using YOLOv11n, CoreML, TensorFlow

Operating in show hn launch, Punge operates.

Profile

I built a mobile app called Punge that scans your camera roll for NSFW images—completely on-device. No cloud processing, no login, and no personal data ever leaves your phone. Under the hood: * It's powered by a custom-trained YOLOv11n neural network. * On iOS, all inference runs through CoreML; Android uses TensorFlow Lite. * Processing is fast—about 10–20ms per image on an iPhone 15. * Achieves ~90% confidence in key NSFW categories. * No data is uploaded, and the app doesn’t collect any user info. This started as a privacy-first project to help people clean up their phones before sharing or handing them over. (You’d be surprised what gets forgotten in a camera roll.) If you’re interested

Punge is positioned in show hn launch, a segment that rewards a clear, focused offering.

Directory data places it at the Show HN launch stage.

Website: markatlarge.com