GUIDE & TECHNICAL NOTES
How to use AI Background Remover
Remove backgrounds with an in-browser U2NetP ONNX model and a model-free fast solid-background fallback.
- 01Choose an image and keep AI mode, or select fast solid-background mode.
- 02On first use, download and verify the roughly 4.6 MB self-hosted model.
- 03Wait for tiled inference and download the transparent PNG.
How browser AI works
The tool downloads the self-hosted U2NetP ONNX file, verifies SHA-256, and caches only those public model bytes in IndexedDB. Image pixels exist only in page and Worker memory and are never placed in the model cache or sent to a third party.
Fallbacks and limitations
If the model is incompatible with WebGPU, inference retries with WASM. Only a remaining download, integrity, or execution failure switches to four-corner color segmentation. AI masks can still miss fine hair, transparent objects, or complex edges.
Frequently asked questions
Is the model downloaded every time?
No. It is cached in IndexedDB after first verification and can be removed with the tool's clear-cache button. The service worker excludes models.
Does a model service receive my photo?
No. Models are self-hosted and inference runs inside your browser's Web Worker; source and output pixels are never uploaded.