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RescueNet.html
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<!doctype html>
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<title>Benchmark Datasets for Machine Learning for Natural Disasters</title>
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<h3><b>RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment</b></h3> <!-- Title -->
<h5> Image | Hurricane | Response </h5> <!-- Type | Topic | Disaster phase -->
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<p> RescueNet is a dataset for hurricane damage assessmnet. It contains 4,494 post disaster images collected after Hurricane Michael and is introduced for semantic segmentation. </p>
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<li class="list-group-item"> <strong>ML task type:</strong> Semantic segmentation </li>
<li class="list-group-item"><strong>Data Source:</strong> Earth Observation Data and GeoSpatial Imagery (UAV)</li>
<li class="list-group-item"><strong>Size:</strong> 4,494 Images </li>
<li class="list-group-item"><strong>Timespan:</strong> October 11-14, 2018</li>
<li class="list-group-item"> <strong>Geographical Coverage:</strong> Mexico Beach and other areas directly affected by Hurricane Michael </li>
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<li class="list-group-item"> <strong>Baseline Information</strong></li>
<li class="list-group-item"> <strong>Evaluated on:</strong> Attention U-Net</li>
<li class="list-group-item"> <strong>Metrics used:</strong> Mean Intersection over Union</li>
<li class="list-group-item"> <strong>Results as reported in original paper: </strong> mIOU: 93.98% </li>
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<li class="list-group-item"> <strong>Find out more by:</strong></li>
<li class="list-group-item"> <a href="https://arxiv.org/abs/2202.12361" target="_blank">Reading the research paper</a></li>
<li class="list-group-item"> <a href="https://github.com/BinaLab/RescueNet-A-High-Resolution-Post-Disaster-UAV-Dataset-for-Semantic-Segmentation" target="_blank">Checking out the challenge dataset!</a></li>
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Tashnim Chowdhury, Robin Murphy, and Maryam Rahnemoonfar. RescueNet: A high resolution uav semantic segmentation benchmark dataset for natural disaster damage assessment. arXiv preprint arXiv:2202.12361, 2022
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