Water-Based-Indices-on-Sentinel-2A-Images-using-Python
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Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.
* Water bodies are extracted using two methods: (i) NDWI indices (ii) Spectral Modulation Function * Create ground truth map using QGIS by drawing polygons over the feature of interest...
## Beep boop. Your images are optimized! Your image file size has been reduced by **58%** 🎉 Details | File | Before | After | Percent reduction | |:--|:--|:--|:--| |...
- Right now, a simple band math formula has been applied to the input image. - This outputs a grayscale image - the pixels having higher probability of having the...
* Satellite Images contain multiple bands - [ ] Write a function to generate a spectral modulation pattern based on the number of bands in the satellite image * Refer...
* Water bodies are extracted using two methods: (i) NDWI indices (ii) Spectral Modulation Function * Create ground truth map using QGIS by drawing polygons over the feature of interest...