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robmarkcole committed May 13, 2024
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Expand Up @@ -471,6 +471,7 @@ Since there is a whole community around GEE I will not reproduce it here but lis
* [ALTO](https://github.com/MetaSLAM/ALTO) -> Aerial-view Large-scale Terrain-Oriented. For deep learning based UAV visual place recognition and localization tasks.
* [HIT-UAV-Infrared-Thermal-Dataset](https://github.com/suojiashun/HIT-UAV-Infrared-Thermal-Dataset) -> A High-altitude Infrared Thermal Object Detection Dataset for Unmanned Aerial Vehicles
* [caltech-aerial-rgbt-dataset](https://github.com/aerorobotics/caltech-aerial-rgbt-dataset) -> synchronized RGB, thermal, GPS, and IMU data
* [Leafy Spurge Dataset](https://leafy-spurge-dataset.github.io/) -> Real-world Weed Classification Within Aerial Drone Imagery

## Other datasets
* [land-use-land-cover-datasets](https://github.com/r-wenger/land-use-land-cover-datasets)
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### Kaggle - Airbus ship detection challenge
* https://www.kaggle.com/c/airbus-ship-detection/overview
* Rating - medium, most solutions using deep-learning, many kernels, [good example kernel](https://www.kaggle.com/kmader/baseline-u-net-model-part-1)
* [Detecting ships in satellite imagery: five years later…](https://medium.com/artificialis/detecting-ships-in-satellite-imagery-five-years-later-28df2e83f987)
* I believe there was a problem with this dataset, which led to many complaints that the competition was ruined
* [Lessons Learned from Kaggle’s Airbus Challenge](https://towardsdatascience.com/lessons-learned-from-kaggles-airbus-challenge-252e25c5efac)
* [Airbus-Ship-Detection](https://github.com/kheyer/Airbus-Ship-Detection) -> This solution scored 139 out of 884 for the competition, combines ResNeXt50 based classifier and a U-net segmentation model
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