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license: cc-by-nc-nd-4.0 |
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# Gastronet-5M Pretrained Models |
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Welcome to the official repository for the pretrained weights of ResNet50 and VIT-small models pretrained on the Gastronet-5M dataset. These models are intended for researchers and developers working in medical image analysis, specifically in gastroenterological imaging. |
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## Models |
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This repository contains the following pretrained models: |
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- **ResNet50 on Pretrained with DINOv1 on Gastronet-5M** |
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- **ResNet50 on Pretrained with SIMCLRv2 on Gastronet-5M** |
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- **ResNet50 on Pretrained with MOCOv2 on Gastronet-5M** |
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- **ResNet50 on Initialized with Billion-Scale weights and Pretrained with DINOv1 on Gastronet-5M** |
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- **ResNet50 on Pretrained with DINOv1 on Gastronet-1M** |
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- **ResNet50 on Pretrained with DINOv1 on Gastronet-200K** |
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- **VIT-small on Gastronet-5M** |
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These weights are made publically available as part of the Medical Image Analysis publication: https://doi.org/10.1016/j.media.2024.103298 |
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