Findng a suitable topic that is interesting to me and currently relevant. Looking for a datasource that provides labeled data of sufficient quality.

Preprossessing of the data: Creating a training dataset, a validation dataset, a testing dataset, and a target dataset. Reprojecting, resampling, and clipping raster data.

Training phase of the CNN

Evaluating the Performance of the model and optimization of parameters / comparison to other products and conventional RS classification methods.