This is the repo for satellite imagery analaysis using deep learning neural network. The content is part of my new course: Deep Learning Application for Earth Observation
- Short introduction about Convolution Neural Network (CNN)
- Deep learning training dataset preparation guideline using ArcGIS Pro as well as open source method
- Land Use Land Cover Classification (image classification)
- Swimming pool and car detection (object detection)
- Building detection (image segmentation)
- Land Use Land Cover Mapping (mult-class image segmentation)
- Landslide detection using SAR and Optical dataset