vesper2108
* 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...
- 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...
- [ ] Train the model using the new dataset as created in issue #4 - [ ] Compare the model performance, assess the generated images' quality using the stipulated...
* The network is sometimes adapting to the cloud shadows as ground features and the generated cloud-free images contain prominent shadows on the ground. Try to combine the clouds and...
* Currently the network is being trained on a single scene which has been rotated at 0, 90, -90 and 180 degrees. * Explore more augmentation strategies such as contrast...