Getting started with GeoAI | GeoDev скачать в хорошем качестве

Getting started with GeoAI | GeoDev

Join this channel to get access to the perks:    / @geodev   Deep learning for earth observation Github repo: https://github.com/iamtekson/deep-lea... 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 | KH-9 ...   Leaflet from basic to advance:    • Leaflet from basic to advance   GeoServer with leaflet web-GIS:    • GeoServer and Leaflet Web-GIS   GeoDjango project:    • Bookmark note on map | GeoDjango tuto...   geoserver-rest:    • geoserver-rest   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/web-gis-... 3. "Web mapping and Web-GIS from Dev to Deploy 2021: GeoDjango": https://www.udemy.com/course/web-mapp... 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/deep-lea... 6. Geospatial Data Analysis with Python: https://www.udemy.com/course/geospati... --------------------------------------------------------------------------------------------------- Follow me on GitHub: https://github.com/iamtekson Follow me on Twitter:   / iamtekson   Follow me on Instagram:   / iamtekson   Join Facebook group:   / 1049524025731229   -----------------------------------------------------------------------------------------------------