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README.md
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# BiRefNet TensorRT Engine
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Pre-built TensorRT engine for [BiRefNet](ZhengPeng7/BiRefNet_dynamic) background removal.
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## Specifications
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| Setting | Value |
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|---------|-------|
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| Resolution | 1024x1024 |
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| Batch Size | 1-8 |
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| Precision | fp16 |
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| TensorRT | 10.14.1.48 |
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| Built on | NVIDIA GeForce RTX 4090 |
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| Engine Size | 461.26 MB |
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## Usage
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The engine is automatically downloaded by `ai/ai/models/birefnet.py` when TensorRT is enabled.
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```python
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from ai.models.birefnet import BiRefNetSegmentationModel
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model = BiRefNetSegmentationModel(use_tensorrt=True)
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result = await model.run(image, payload=payload)
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```
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## Rebuild
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```bash
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make run-ai-local -- python -m scripts.tensorrt.birefnet --force
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```
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Built at: 2026-01-22 07:02:11 UTC
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