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Land use land cover image classification using deep learning | EuroSat | ResNet50 | GeoDev

GeoDev

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Land use land cover image classification using deep learning | EuroSat | ResNet50 | GeoDev

27 214 просмотров · 4 г. назад
GeoDev
25,4 тыс. подписчиков
27 214 просмотров · 4 г. назад
The EuroSat official GitHub repo: https://github.com/phelber/EuroSAT Full code of this tutorial: https://github.com/iamtekson/DL-for-L... TimeStamp: 0:00 Introduction presentation about Image Classification 6:21 About data (EuroSat data) 10:53 Project setup 16:17 Data Preparation 21:29 ResNet50 Model 32:46 Analyzing the Model 38:15 Conclusion #resnet #deeplearning #LULC ---------------------------------------------------------------------------------------- Here are some playlists that you might interest with: ---------------------------------------------------------------------------------------- 1. Leaflet from basic to advance:    • Leaflet from basic to advance   2. GeoServer with leaflet web-GIS:    • GeoServer and Leaflet Web-GIS   3. GeoDjango project:    • Bookmark note on map | GeoDjango tutorial ...   4. geoserver-rest:    • geoserver-rest   5. GIS training in Nepali:    • Beginner GIS training in Nepali | ArcGIS |...   6. LULC map production:    • LandUse Land Cover Map production || Remot...   7. Geospatial analysis with python:    • GeoSpatial analysis with python   8. GeoNode from basic to advance:    • GeoNode from basic to Advance   -------------------------------------------------------------------------------------------------------------- Check out my courses at the discounted price from the below 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... --------------------------------------------------------------------------------------------------- Follow me on GitHub: https://github.com/iamtekson Follow me on Twitter:   / iamtekson   Follow me on Instagram:   / iamtekson   -----------------------------------------------------------------------------------------------------