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Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and ISRO, this project incorporates instance segmentation of substations using UNet, Albumentations for image augmentation, and OpenCV for computer vision tasks.
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thisishardik/electrical_substation_detection
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The data can be downloaded from here.
For using Albumentations and UNet model, install these:
1. pip install -U git+https://github.com/albu/albumentations --no-cache-dir
2. pip install segmentation_models
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Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and ISRO, this project incorporates instance segmentation of substations using UNet, Albumentations for image augmentation, and OpenCV for computer vision tasks.
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