Duplicate from Acly/BiRefNet-GGUF
Browse filesCo-authored-by: Niko <Acly@users.noreply.huggingface.co>
- .gitattributes +36 -0
- BiRefNet-F16.gguf +3 -0
- BiRefNet-dynamic-F16.gguf +3 -0
- BiRefNet-lite-F16.gguf +3 -0
- README.md +37 -0
.gitattributes
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
*.gguf filter=lfs diff=lfs merge=lfs -text
|
BiRefNet-F16.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5d5fd824c8fb2c1a65fc4345458b2e78777d949418385ea7bba5a9f104364d77
|
| 3 |
+
size 440372864
|
BiRefNet-dynamic-F16.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c7add90033d5d85fc88e87958484811e41a6e4a30aa6f1e28950b3d81fd3dcf3
|
| 3 |
+
size 440372864
|
BiRefNet-lite-F16.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b5397a2c98d66677f8f74317774bbeac49dbb321b8a3dc744af913db71d4fa5
|
| 3 |
+
size 88647936
|
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
base_model: ZhengPeng7/BiRefNet
|
| 4 |
+
tags:
|
| 5 |
+
- background-removal
|
| 6 |
+
- mask-generation
|
| 7 |
+
- Dichotomous Image Segmentation
|
| 8 |
+
- vision.cpp
|
| 9 |
+
pipeline_tag: image-segmentation
|
| 10 |
+
---
|
| 11 |
+
# GGUF models for BiRefNet
|
| 12 |
+
|
| 13 |
+
BiRefNet is a model for dichotomous image segmentation (background removal). The
|
| 14 |
+
weights in this repository are converted for lightweight inference on consumer hardware
|
| 15 |
+
with [vision.cpp](https://github.com/Acly/vision.cpp).
|
| 16 |
+
|
| 17 |
+
* Original repository: [ZhengPeng7/BiRefNet (Github)](https://github.com/ZhengPeng7/BiRefNet)
|
| 18 |
+
* Original weights: [ZhengPeng7/BiRefNet (HuggingFace)](https://huggingface.co/ZhengPeng7/BiRefNet)
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
## Run
|
| 22 |
+
|
| 23 |
+
Example inference with [vision.cpp](https://github.com/Acly/vision.cpp):
|
| 24 |
+
|
| 25 |
+
#### CLI
|
| 26 |
+
```sh
|
| 27 |
+
vision-cli birefnet -m BiRefNet-F16.gguf -i input.png -o mask.png --composite comp.png
|
| 28 |
+
```
|
| 29 |
+
|
| 30 |
+
#### C++
|
| 31 |
+
```c++
|
| 32 |
+
image_data image = image_load("input.png");
|
| 33 |
+
backend_device device = backend_init();
|
| 34 |
+
birefnet_model model = birefnet_load_model("BiRefNet-F16.gguf", device);
|
| 35 |
+
image_data mask = birefnet_compute(model, image);
|
| 36 |
+
image_save(mask, "mask.png");
|
| 37 |
+
```
|