| ---
|
| license: mit
|
| base_model: joelseytre/toonout
|
| tags:
|
| - background-removal
|
| - mask-generation
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| - Dichotomous Image Segmentation
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| - anime
|
| - vision.cpp
|
| pipeline_tag: image-segmentation
|
| ---
|
| # GGUF models for ToonOut
|
|
|
| ToonOut is a fine-tuned variant of BiRefNet specialized for background removal
|
| in anime-style images. The weights in this repository are converted for
|
| lightweight inference on consumer hardware with
|
| [vision.cpp](https://github.com/Acly/vision.cpp).
|
|
|
| * Original repository: [MatteoKartoon/BiRefNet (Github)](https://github.com/MatteoKartoon/BiRefNet)
|
| * Original weights: [joelseytre/toonout (HuggingFace)](https://huggingface.co/joelseytre/toonout)
|
|
|
|
|
| ## Run
|
|
|
| Example inference with [vision.cpp](https://github.com/Acly/vision.cpp):
|
|
|
| #### CLI
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| ```sh
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| vision-cli birefnet -m BiRefNet-ToonOut-F16.gguf -i input.png -o mask.png --composite comp.png
|
| ```
|
|
|
| #### C++
|
| ```c++
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| image_data image = image_load("input.png");
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| backend_device device = backend_init();
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| birefnet_model model = birefnet_load_model("BiRefNet-ToonOut-F16.gguf", device);
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| image_data mask = birefnet_compute(model, image);
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| image_save(mask, "mask.png");
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| ```
|
|
|
