Deep Learning applied to train an image classifier for classifying remote sensing data into seven classes
The program requires the following dependencies (easy to install using pip: pip3 install -r requirements.txt):
- python 3.5
- pytorch
- numpy
- pandas
- matplotlib
- CUDA (for using GPU)
The dataset can be used from here
The test images can be found from here
Simply run the jupyter notebook file in google colab (make sure that dataset is mounted correctly)