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title: BiRefNet Openvino
emoji: 🏢
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 6.13.0
app_file: app.py
pinned: false
license: mit
short_description: BiRefNet Background Removal on CPU
---
Runs `ibrhr/BiRefNet-openvino-xeon-w2145` OpenVINO models on CPU.
The Space accepts one uploaded image, lets the user choose a model variant, and returns:
- the predicted foreground mask
- a transparent PNG with the background removed
- processing time broken down by preprocessing, inference, and postprocessing
- runtime specs for the model variant, device, tensor shapes, and image size
Available OpenVINO variants:
- `fp32_1024x1024`: FP32, 1024x1024, 4853.2 ms / 0.21 FPS
- `fp32_512x512`: FP32, 512x512, 1261.7 ms / 0.79 FPS
- `fp16_1024x1024`: FP16, 1024x1024, 4838.1 ms / 0.21 FPS
- `fp16_512x512`: FP16, 512x512, 1252.5 ms / 0.80 FPS
- `int8_1024x1024`: INT8 NNCF, 1024x1024, 4923.4 ms / 0.20 FPS
- `int8_512x512`: INT8 NNCF, 512x512, 1256.7 ms / 0.80 FPS
- `int8wo_1024x1024`: INT8 weight-only, 1024x1024, 4972.6 ms / 0.20 FPS
- `int8wo_512x512`: INT8 weight-only, 512x512, 1283.3 ms / 0.78 FPS
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