Bondopadhyay/electrical_substation_detection
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.
PythonMIT
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