A lightweight CompareMethod sklearn and keras implementation.
The image comes from GEE.(Google Earth Engine:https://code.earthengine.google.com/)
The folder named "FeatureEngineering" includes all the code of SVM,RF,AdaBoost based on single pixels and image patches.
The folder named "FeatureLearning" includes all the code of CNN based on single pixels and image patches.
Classification results based on feature engineering:
Classification results based on feature learning:
- Python 3.6 (didn't try 2.7)
- Tensorflow
- keras
- skleran
- Matplotlib