Join this channel to get access to the perks:
   / @geodev  

Deep learning for earth observation Github repo: https://github.com/iamtekson/deeplea...

geospatial machine learning Github repo: https://github.com/iamtekson/geospati...

getting started with TensorFlow guideline: https://developmentseed.org/tensorflo...

Timestamps:
0:00 Intro
0:54 What is GeoAI?
3:07 Evolution of GeoAI
8:56 Key components of GeoAI
10:14 Artificial Intelligence types
14:43 Input data requirement for ML models
15:34 Basic workflow of Machin Learning
19:32 Challenges in GeoAI
20:41 Problems with beginners
23:08 Step by Step suggestion for getting started with GeoAI
27:52 Water bodies detection from satellite imagery (demo usecase)
41:41 Q&A

#geoai #artificialintelligence #geospatial


Here are some playlists that you might be interested in:

End to End deep learning using GEE dataset:    • End to End Deep Learning | From data ...  
Deep Learning for Satellite Imagery:    • Deep learning for satellite imagery |...  
Machine learning from the basic:    • Machine Learning for geospatial data  
Historical Imagery Processing:    • Historical Imagery processing | KH9 ...  
Leaflet from basic to advance:    • Leaflet from basic to advance  
GeoServer with leaflet webGIS:    • GeoServer and Leaflet WebGIS  
GeoDjango project:    • Bookmark note on map | GeoDjango tuto...  
geoserverrest:    • geoserverrest  
GIS training in Nepali:    • Beginner GIS training in Nepali | Arc...  
LULC map production:    • LandUse Land Cover Map production || ...  
Geospatial analysis with python:    • GeoSpatial analysis with python  
GeoNode from basic to advance:    • GeoNode from basic to Advance  


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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