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Commit c99ef32

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Piper Wolters
committedMar 15, 2024
Add additional pretrained models.
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‎README.md

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@@ -54,16 +54,16 @@ This package will download model checkpoints automatically, but you can download
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| | Single-image, RGB | Multi-image, RGB |
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| ---------- | ------------ | ------------ |
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| **Swin-v2-Base** | [Sentinel2_SwinB_SI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swinb_si_rgb.pth?download=true) | [Sentinel2_SwinB_MI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swinb_mi_rgb.pth?download=true) |
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| **Swin-v2-Tiny** | [Sentinel2_SwinT_SI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_rgb.pth?download=true) | |
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| **Swin-v2-Tiny** | [Sentinel2_SwinT_SI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_rgb.pth?download=true) | [Sentinel2_SwinT_MI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_mi_rgb.pth?download=true) |
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| **Resnet50** | [Sentinel2_Resnet50_SI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet50_si_rgb.pth?download=true) | [Sentinel2_Resnet50_MI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet50_mi_rgb.pth?download=true) |
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| **Resnet152** | [Sentinel2_Resnet152_SI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_si_rgb.pth?download=true) | [Sentinel2_Resnet152_MI_RGB](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_mi_rgb.pth?download=true) |
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| | Single-image, MS | Multi-image, MS |
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| ---------- | ------------ | ------------ |
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| **Swin-v2-Base** | [Sentinel2_SwinB_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swinb_si_ms.pth?download=true) | [Sentinel2_SwinB_MI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swinb_mi_ms.pth?download=true) |
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| **Swin-v2-Tiny** | [Sentinel2_SwinT_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_ms.pth?download=true) | |
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| **Resnet50** | [Sentinel2_Resnet50_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_ms.pth?download=true) | |
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| **Resnet152** | [Sentinel2_Resnet152_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_si_ms.pth?download=true) | |
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| **Swin-v2-Tiny** | [Sentinel2_SwinT_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_ms.pth?download=true) | [Sentinel2_SwinT_MI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_mi_ms.pth?download=true) |
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| **Resnet50** | [Sentinel2_Resnet50_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_si_ms.pth?download=true) | [Sentinel2_Resnet50_MI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet50_mi_ms.pth?download=true) |
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| **Resnet152** | [Sentinel2_Resnet152_SI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_si_ms.pth?download=true) | [Sentinel2_Resnet152_MI_MS](https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_mi_ms.pth?download=true) |
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#### Sentinel-1 Pretrained Models
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| | Single-image, VH+VV | Multi-image, VH+VV |

‎satlaspretrain_models/utils.py

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'num_channels': 9,
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'multi_image': False
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},
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'Sentinel2_SwinT_MI_RGB': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_mi_rgb.pth?download=true',
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'backbone': Backbone.SWINT,
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'num_channels': 3,
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'multi_image': True
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},
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'Sentinel2_SwinT_MI_MS': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_swint_mi_ms.pth?download=true',
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'backbone': Backbone.SWINT,
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'num_channels': 9,
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'multi_image': True
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},
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'Sentinel2_Resnet50_SI_RGB': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet50_si_rgb.pth?download=true',
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'backbone': Backbone.RESNET50,
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'num_channels': 3,
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'multi_image': True
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},
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'Sentinel2_Resnet50_MI_MS': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet50_mi_ms.pth?download=true',
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'backbone': Backbone.RESNET50,
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'num_channels': 9,
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'multi_image': True
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},
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'Sentinel2_Resnet152_SI_RGB': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_si_rgb.pth?download=true',
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'backbone': Backbone.RESNET152,
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'num_channels': 3,
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'multi_image': True
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},
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'Sentinel2_Resnet152_MI_MS': {
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'url': 'https://huggingface.co/allenai/satlas-pretrain/resolve/main/sentinel2_resnet152_mi_ms.pth?download=true',
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'backbone': Backbone.RESNET152,
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'num_channels': 9,
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'multi_image': True
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},
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}
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