Course content
- Introduction
- Deep learning environment setup
- Deep learning dataset preparation using ArcGIS Pro
- Open source solution for data preparation (geotile)
- Image classification
- Deep learning object detection
- Image segmentation (Binary class)
- Image segmentation (Multi-class)
- Landslide detection
- Time Series Analysis with LSTM
- Flood mapping
- End to End Deep Learning and Google Earth Engine