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Swedemom
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ben2-fp32-onnx

Image Segmentation
Transformers.js
ONNX
ben
background-removal
Model card Files
xet
 Community

BEN2 (full precision) for Transformers.js

BEN2 by Prama LLC, MIT licensed, as a single full-precision (fp32) ONNX file for Transformers.js in the browser.

It is the half-precision onnx-community/BEN2-ONNX model converted to fp32. The half-precision file fails on Apple graphics cards under WebGPU (its LayerNorm shader won't compile); this one runs on Mac and Windows.

Used by the Swedemom Hub photo editor's Remove Background tool. The model runs in the imager's browser; no photo leaves the station.

  • onnx/model.onnx: 422,453,328 bytes, SHA-256 e18a47e283826cc5f9a90c7ae6ca684fe8e633b3f07bd3e550cc8b4be7bb99aa
  • Input: 1 x 3 x 1024 x 1024, ImageNet mean and std. Output: the foreground mask.

License: MIT, see LICENSE (Copyright (c) 2025 Prama LLC).

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