EuroSAT RGB EUROSAT RGB is the RGB version of the EUROSAT dataset based on Sentinel 2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo referenced samples. Paper: https://arxiv.org/abs/1709.00029 Homepage: https://github.com/phelber/EuroSAT Description The EuroSAT dataset is a comprehensive land cover classification dataset that focuses on images taken by the ESA Sentinel 2 satellite. It contains a total of 27,000 images, each with a resolution of 64x64 pixels. These images cover 10 distinct land cover classes and are collected from over 34 European countries. The dataset is available in two versions: RGB only (this repo) and all 13 Multispectral (MS) Sentinel 2 bands. EuroSAT is considered a relatively easy dataset, with approximately 98.6% accuracy achievable using a ResNet 50 architecture. Total Number of Images : 27000 Bands : 3 (RGB) Image Resolution : 64x64m Land Cover Classes : 10 Classes: Annual Crop, Forest, Herbaceous Vegetation, Highway, Industrial Buildings, Pasture, Permanent Crop, Residential Buildings, River, SeaLake Usage To use this dataset, simply use datasets.load dataset("blanchon/EuroSAT RGB") . Citation If you…
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