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- [EGNNA_WND](https://github.com/stevinc/EGNNA_WND) -> Estimating the presence of the West Nile Disease employing Graph Neural network
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- [cyfi](https://github.com/drivendataorg/cyfi) -> Estimate cyanobacteria density based on Sentinel-2 satellite imagery
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#
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## Segmentation
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- [IBS-AQSNet](https://github.com/zhilyzhang/IBS-AQSNet) -> Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing Imagery
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- [DeepMAO](https://github.com/Sumanth181099/DeepMAO) -> Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery
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### Segmentation - Solar panels
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- [Deep-Learning-for-Solar-Panel-Recognition](https://github.com/saizk/Deep-Learning-for-Solar-Panel-Recognition) -> using both object detection with Yolov5 and Unet segmentation
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- [PCAN](https://www.mdpi.com/2072-4292/13/7/1243) -> Part-Based Context Attention Network for Thermal Power Plant Detection in Remote Sensing Imagery, with [dataset](https://github.com/wenxinYin/AIR-TPPDD)
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- [WindTurbineDetection](https://github.com/nvriese1/WindTurbineDetection) -> Implementation of transfer learning approach using the YOLOv7 framework to detect and rapidly quantify wind turbines in raw LANDSAT and NAIP satellite imagery
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### Object detection - Oil storage tank detection
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Oil is stored in tanks at many points between extraction and sale, and the volume of oil in storage is an important economic indicator.
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- [DOTA-C](https://github.com/hehaodong530/DOTA-C) -> evaluating the robustness of object detection models to 19 types of image quality degradation
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- [Satellite-Remote-Sensing-Image-Object-Detection](https://github.com/ypw-lbj/Satellite-Remote-Sensing-Image-Object-Detection) -> using RefineDet & DOTA dataset
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## Object counting
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When the object count, but not its shape is required, U-net can be used to treat this as an image-to-image translation problem.
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- [Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data](https://github.com/links-ads/igarss-multi-temporal-hotspot-detection)
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- [stenn-pytorch](https://github.com/ThinkPak/STENN) -> A Spatio-temporal Encoding Neural Network for Semantic Segmentation of Satellite Image Time Series
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## Crop classification
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- [whales](https://github.com/microsoft/whales) -> An active learning pipeline for identifying whales in high-resolution satellite imagery, by Microsoft
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- [AL4EO](https://github.com/Romain3Ch216/AL4EO) -> a QGIS plug-in to run Active Learning techniques on Earth observation data
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#
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## Federated learning
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