зеркало из https://github.com/microsoft/torchgeo.git
4.0 KiB
4.0 KiB
1 | Weight | Channels | Source | Citation | License | BigEarthNet | EuroSAT | So2Sat | OSCD |
---|---|---|---|---|---|---|---|---|---|
2 | ResNet18_Weights.SENTINEL2_ALL_MOCO | 13 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | ||||
3 | ResNet18_Weights.SENTINEL2_RGB_MOCO | 3 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | ||||
4 | ResNet18_Weights.SENTINEL2_RGB_SECO | 3 | `link <https://github.com/ServiceNow/seasonal-contrast>`__ | `link <https://arxiv.org/abs/2103.16607>`__ | Apache-2.0 | 87.27 | 93.14 | 46.94 | |
5 | ResNet50_Weights.SENTINEL2_ALL_DECUR | 13 | `link <https://github.com/zhu-xlab/DeCUR>`__ | `link <https://arxiv.org/abs/2309.05300>`__ | Apache-2.0 | ||||
6 | ResNet50_Weights.SENTINEL2_ALL_DINO | 13 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | 90.7 | 99.1 | 63.6 | |
7 | ResNet50_Weights.SENTINEL2_ALL_MOCO | 13 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | 91.8 | 99.1 | 60.9 | |
8 | ResNet50_Weights.SENTINEL2_MI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
9 | ResNet50_Weights.SENTINEL2_MI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
10 | ResNet50_Weights.SENTINEL2_SI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
11 | ResNet50_Weights.SENTINEL2_SI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
12 | ResNet50_Weights.SENTINEL2_RGB_SECO | 3 | `link <https://github.com/ServiceNow/seasonal-contrast>`__ | `link <https://arxiv.org/abs/2103.16607>`__ | Apache-2.0 | 87.81 | |||
13 | ResNet152_Weights.SENTINEL2_MI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
14 | ResNet152_Weights.SENTINEL2_MI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
15 | ResNet152_Weights.SENTINEL2_SI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
16 | ResNet152_Weights.SENTINEL2_SI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlaspretrain_models>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
17 | ViTSmall16_Weights.SENTINEL2_ALL_DINO | 13 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | 90.5 | 99.0 | 62.2 | |
18 | ViTSmall16_Weights.SENTINEL2_ALL_MOCO | 13 | `link <https://github.com/zhu-xlab/SSL4EO-S12>`__ | `link <https://arxiv.org/abs/2211.07044>`__ | CC-BY-4.0 | 89.9 | 98.6 | 61.6 | |
19 | Swin_V2_T_Weights.SENTINEL2_MI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
20 | Swin_V2_T_Weights.SENTINEL2_MI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
21 | Swin_V2_T_Weights.SENTINEL2_SI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
22 | Swin_V2_T_Weights.SENTINEL2_SI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
23 | Swin_V2_B_Weights.SENTINEL2_MI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
24 | Swin_V2_B_Weights.SENTINEL2_MI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
25 | Swin_V2_B_Weights.SENTINEL2_SI_MS_SATLAS | 9 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY | ||||
26 | Swin_V2_B_Weights.SENTINEL2_SI_RGB_SATLAS | 3 | `link <https://github.com/allenai/satlas>`__ | `link <https://arxiv.org/abs/2211.15660>`__ | ODC-BY |