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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 | |