How it works
Complete the job in three clear steps
- Choose a JPG, PNG, WebP, or BMP image from this device.
- Run the lightweight U2-Net foreground model locally in your browser.
- Review the edges and download the generated PNG.
Private on-device image AI
Isolate a product or object and place it on a selectable solid-color background without uploading the photo.
Loading tool workspace…
How it works
Important
Keep an untouched copy of important source files. Browser processing depends on available device memory, and you should inspect every downloaded result before deleting the original.
Practical details
Isolate a product or object and place it on a selectable solid-color background without uploading the photo.
This changes only the segmented background. It does not generate shadows, relight the product, or guarantee marketplace policy compliance.
The lightweight general-object model is self-hosted and cached by the browser. Its first run downloads roughly 4.6 MB; later runs can reuse the local cache.
Questions
No. The browser downloads Lucaden's self-hosted U2-Net model, then runs inference against the image locally with ONNX Runtime Web.
This changes only the segmented background. It does not generate shadows, relight the product, or guarantee marketplace policy compliance.
Open-source foundations
Lucaden documents its standards sources, architectural references, and permissive runtime dependencies while keeping this workspace consistent with the Lucaden interface.