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README.md

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 ---
 license: mit
+base_model: ZhengPeng7/BiRefNet
+tags:
+  - background-removal
+  - mask-generation
+  - Dichotomous Image Segmentation
+  - vision.cpp
+pipeline_tag: image-segmentation
 ---
+# GGUF models for BiRefNet
+
+BiRefNet is a model for dichotomous image segmentation (background removal). The
+weights in this repository are converted for lightweight inference on consumer hardware
+with [vision.cpp](https://github.com/Acly/vision.cpp).
+
+* Original repository: [ZhengPeng7/BiRefNet (Github)](https://github.com/ZhengPeng7/BiRefNet)
+* Original weights: [ZhengPeng7/BiRefNet (HuggingFace)](https://huggingface.co/ZhengPeng7/BiRefNet)
+
+
+## Run
+
+Example inference with [vision.cpp](https://github.com/Acly/vision.cpp):
+
+#### CLI
+```sh
+vision-cli birefnet -m BiRefNet-F16.gguf -i input.png -o mask.png --composite comp.png
+```
+
+#### C++
+```c++
+image_data image      = image_load("input.png");
+backend_device device = backend_init();
+birefnet_model model  = birefnet_load_model("BiRefNet-F16.gguf", device);
+image_data mask       = birefnet_compute(model, image);
+image_save(mask, "mask.png");
+```