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license: mit |
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The pretrained models provided in this repo are trained from scratch using the [GeoAI](https://github.com/opengeos/geoai) Python package. |
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- Building footprints detection for the USA using RGB images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/building_footprints_usa.pth) | [notebook](https://geoai.gishub.org/examples/train_building_footprints_usa)) |
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- Building footprints detection for the USA using RGBN images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/building_footprints_usa_rgbn.pth) | [notebook](https://geoai.gishub.org/examples/train_object_detection_model)) |
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- Wetland detection for the USA using RGBN images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/wetland_detection.pth) | [notebook](https://geoai.gishub.org/examples/wetland_mapping)) |
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- Solar panel detection for the USA using RGB images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/solar_panel_detection.pth) | [notebook](https://geoai.gishub.org/examples/train_solar_panel_detection)) |
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- Car detection for the USA using RGB images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/car_detection_usa.pth) | [notebook](https://geoai.gishub.org/examples/train_car_detection)) |
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- Ship detection for the USA using RGB images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/ship_detection.pth) | [notebook](https://geoai.gishub.org/examples/train_ship_detection)) |
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- Surface water mapping using RGBN images ([model checkpoint](https://huggingface.co/giswqs/geoai/blob/main/water_detection.pth) | [notebook](https://geoai.gishub.org/examples/train_water_detection)) |
