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README.md
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The D-FINE family includes five model sizes trained on the [L&A Pucks Dataset](https://huggingface.co/datasets/Laudando-Associates-LLC/pucks), each offering a different balance between model size and detection accuracy.
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| Variant | Parameters | mAP@[0.50:0.95] | Model Card | ONNX
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|:------------:|:----------:|:---------------:|:-----------:|:--------------:|:-------:|
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| Nano | 3.76M | 0.825 | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano"><img src="https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface&style=for-the-badge"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano/resolve/main/model.onnx"><img src="https://img.shields.io/badge/-ONNX-005CED?style=for-the-badge&logo=onnx&logoColor=white"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano/resolve/main/pytorch_model.bin"><img src="https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white"></a> |
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| Small | 10.3M | 0.816 | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small"><img src="https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface&style=for-the-badge"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small/resolve/main/model.onnx"><img src="https://img.shields.io/badge/-ONNX-005CED?style=for-the-badge&logo=onnx&logoColor=white"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small/resolve/main/pytorch_model.bin"><img src="https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white"></a> |
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The D-FINE family includes five model sizes trained on the [L&A Pucks Dataset](https://huggingface.co/datasets/Laudando-Associates-LLC/pucks), each offering a different balance between model size and detection accuracy.
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| Variant | Parameters | mAP@[0.50:0.95] | Model Card | ONNX | PyTorch |
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|:------------:|:----------:|:---------------:|:-----------:|:--------------:|:-------:|
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| Nano | 3.76M | 0.825 | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano"><img src="https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface&style=for-the-badge"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano/resolve/main/model.onnx"><img src="https://img.shields.io/badge/-ONNX-005CED?style=for-the-badge&logo=onnx&logoColor=white"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-nano/resolve/main/pytorch_model.bin"><img src="https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white"></a> |
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| Small | 10.3M | 0.816 | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small"><img src="https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface&style=for-the-badge"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small/resolve/main/model.onnx"><img src="https://img.shields.io/badge/-ONNX-005CED?style=for-the-badge&logo=onnx&logoColor=white"></a> | <a href="https://huggingface.co/Laudando-Associates-LLC/d-fine-small/resolve/main/pytorch_model.bin"><img src="https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white"></a> |
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