SafeFrame
Video content detection that never leaves the device
No server, no database, no external inference API, and nothing is uploaded. A MobileNetV2 classifier screens every sampled frame, and a quantized ViT re-checks only the borderline ones, on hardware that can afford it. Device-capability gating means the same build runs on a 2016 phone and a current flagship. It ships as a web app, an Android app and a Manifest V3 extension over one typed core. Built in two days against an external brief.
- Sample frames
- MobileNetV2 screen
- Borderline?
- Quantized ViT
- Verdict on device
- Role
- Sole engineer
- Stack
- ONNX Runtime · WebGPU · TypeScript · React Native




















