0:00 Intro
0:35 Overview the required things
2:50 Data augmentation (random rotation, flip and transform)
5:52 Shuffle dataset
6:25 Test imagery tiles
7:30 Unet model training
8:00 Callback functions (EarlyStopping and CheckPointer)
12:08 Prediction on tiles



Here are some playlists that you might be interested in:

1. Leaflet from basic to advance:    • Leaflet from basic to advance  
2. GeoServer with leaflet webGIS:    • GeoServer and Leaflet WebGIS  
3. GeoDjango project:    • Bookmark note on map | GeoDjango tuto...  
4. geoserverrest:    • geoserverrest  
5. GIS training in Nepali:    • Beginner GIS training in Nepali | Arc...  
6. LULC map production:    • LandUse Land Cover Map production || ...  
7. Geospatial analysis with python:    • GeoSpatial analysis with python  
8. GeoNode from basic to advance:    • GeoNode from basic to Advance  
9. Machine learning from the basic:    • Machine Learning for geospatial data  


Check out my discounted courses at the following link:

1. "Geospatial data analysis with python": https://www.udemy.com/course/geospati...
2. "Web GIS Development 2021": https://www.udemy.com/course/webgis...
3. "Web mapping and WebGIS from Dev to Deploy 2021: GeoDjango": https://www.udemy.com/course/webmapp...
4. "Introduction to Web Mapping and Web GIS 2020: GeoDjango": https://www.udemy.com/course/introduc...
5. Deep Learning Application for Earth Observation: https://www.udemy.com/course/deeplea...
6. Geospatial Data Analysis with Python: https://www.udemy.com/course/geospati...


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