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README.md
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[π Paper](TODO) - [π€ GitHub](https://github.com/visurg-ai/surg-3m)
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We provide the models used in our data curation pipeline in [π Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings](TODO) to assist with constructing the Surg-3M dataset
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SurgFM foundation model, please
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This repository includesvideo storyboard classification models, frame classification models, and non-surgical object detection models. The model loader file can be found at [model_loader.py](https://huggingface.co/visurg/Surg3M_curation_models/blob/main/model_loader.py)
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<div align="center">
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<tr>
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<td>Video storyboard classification models</td>
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<td>ResNet-18</td>
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<td><a href="">Full ckpt</a></td>
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</tr>
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<tr>
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<td>Frame classification models</td>
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<td>ResNet-18</td>
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<td><a href="">Full ckpt</a></td>
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</tr>
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<tr>
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<td>Non-surgical object detection models</td>
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<td>Yolov8-Nano</td>
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<td><a href="">Full ckpt</a></td>
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</tr>
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</table>
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</div>
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[π Paper](TODO) - [π€ GitHub](https://github.com/visurg-ai/surg-3m)
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We provide the models used in our data curation pipeline in [π Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings](TODO) to assist with constructing the Surg-3M dataset (for more details about the Surg-3M dataset and our
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SurgFM foundation model, please visit our github repository at [π€ GitHub](https://github.com/visurg-ai/surg-3m)) .
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This huggingface repository includes video storyboard classification models, frame classification models, and non-surgical object detection models. The model loader file can be found at [model_loader.py](https://huggingface.co/visurg/Surg3M_curation_models/blob/main/model_loader.py)
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<div align="center">
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<tr>
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<td>Video storyboard classification models</td>
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<td>ResNet-18</td>
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<td><a href="https://huggingface.co/visurg/Surg3M_curation_models/tree/main/video_storyboard_classification">Full ckpt</a></td>
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</tr>
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<tr>
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<td>Frame classification models</td>
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<td>ResNet-18</td>
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<td><a href="https://huggingface.co/visurg/Surg3M_curation_models/tree/main/frame_classification">Full ckpt</a></td>
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</tr>
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<tr>
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<td>Non-surgical object detection models</td>
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<td>Yolov8-Nano</td>
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<td><a href="https://huggingface.co/visurg/Surg3M_curation_models/tree/main/nonsurgical_object_detection">Full ckpt</a></td>
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</tr>
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</table>
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</div>
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