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README.md

@@ -8,6 +8,7 @@ app_file: index.html
 pinned: false
 license: apache-2.0
 short_description: In-browser background removal (WebGPU/WASM) by is.tools
+models: [chenjindu/isnet-web]
 ---
 
 # Browser Remove Background

model/README.md

@@ -0,0 +1,34 @@
+---
+license: apache-2.0
+library_name: onnxruntime-web
+pipeline_tag: image-segmentation
+tags:
+  - background-removal
+  - isnet
+  - onnx
+  - webgpu
+  - wasm
+  - browser
+---
+
+# ISNet (int8) for browser background removal
+
+ISNet segmentation model quantized to int8 (44 MB), exported to ONNX and split
+into three parts (`isnet-w8.part00–02`) so every file stays under GitHub's size
+limit. Reassemble in the browser with `new Blob(parts)` and load with
+[ONNX Runtime Web](https://onnxruntime.ai/docs/tutorials/web/), WASM or WebGPU.
+
+Input 1024×1024 RGB, output single-channel alpha matte.
+
+## Where it runs
+
+- Live demo (WASM vs WebGPU benchmark): [Space](https://huggingface.co/spaces/chenjindu/browser-remove-background)
+- Production tool, free, no upload: **[https://is.tools/remove-background](https://is.tools/remove-background)**
+- Source: [github.com/chenjindu/browser-remove-background](https://github.com/chenjindu/browser-remove-background)
+
+Part of [**is.tools**](https://is.tools) — browser-side PDF, image, text and
+encoding tools where the file never leaves your device.
+
+## License
+
+Apache-2.0 (model weights and code).