[ WebToolTip.com ] Udemy - Geospatial Ai - Deep Learning For Satellite Imagery

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/1 - Welcome and Course Overview.html

6.0 kB

~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/2 - Introduction to Geospatial Analysis.mkv

127 MB

~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/3 - Introduction to Artificial Intelligence.mkv

18 MB

~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/4 - Why Python is the Top Choice for AI.mkv

14 MB

~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/5 - Overview of Deep Learning in Geospatial Applications.mkv

124 MB

~Get Your Files Here !/2 - Setting Up Your Deep Learning Environment/6 - StepbyStep Guide to GPU Setup.mkv

173 MB

~Get Your Files Here !/3 - CloudBased AI with Google Colab/10 - Running PyTorch Models in the Cloud.mkv

61 MB

~Get Your Files Here !/3 - CloudBased AI with Google Colab/11 - Saving and Sharing Colab Notebooks.mkv

78 MB

~Get Your Files Here !/3 - CloudBased AI with Google Colab/7 - Introduction to Goggle Colab.mkv

37 MB

~Get Your Files Here !/3 - CloudBased AI with Google Colab/8 - Setting Up Google Colab for AI Projects.mkv

78 MB

~Get Your Files Here !/3 - CloudBased AI with Google Colab/9 - Running TensorFlow Models in the Cloud.mkv

84 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/12 - Calculating Geospatial Indices.mkv

105 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/13 - Import and Clean Datasets in Jupyter Notebook with Pandas.mkv

130 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Calculate-zonal-statistics-1.ipynb

5.9 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Chirps-Erbil.tif

9.0 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Conducting Zonal Statistics in Python.mkv

53 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/15 - Image-Preprocessing-for-Deep-Learning.ipynb

6.3 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/15 - Preprocessing Real Sentinel2 Imagery for Deep Learning.mkv

114 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/16 - Integrating Google Earth Engine for Data Pipelines.mkv

72 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/16 - Integrating-Google-Earth-Engine-for-Data-Pipelines.ipynb

5.0 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/17 - Working with LargeScale Geospatial Data.mkv

135 MB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/17 - Working-with-Large-Scale-Geospatial-Data.ipynb

8.0 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.cpg

5 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.dbf

1.7 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.prj

145 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.sbn

132 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.sbx

116 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shp

3.5 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shp.DESKTOP-U07KOO1.15896.13176.sr.lock

0 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shx

108 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.cpg

5 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.dbf

20 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.ebb

872 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.ed1

24 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.eq1

208 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.prj

143 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.qpj

257 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.qtr

136 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.sbn

324 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.sbx

132 B

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.shp

42 kB

~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.shx

268 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/18 - Introduction to CNNs for Satellite Imagery Analysis.mkv

151 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/19 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb

67 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/19 - Designing a CNN Model for Crop Health Classification.mkv

125 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - Visualizing AI Model Performance.mkv

178 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - Visualizing-ML-Model-Performance.ipynb

70 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - crop-health.csv

33 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - Evaluating models Accuracy precision recall and crossvalidation.mkv

49 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - Evaluating-Models-Accuracy-Precision-Recall-and-Cross-Validation.ipynb

4.5 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - crop-health.csv

33 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/22 - Hyperparameter Tuning with Grid Search and Random Search in Python.mkv

114 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/22 - Hyperparameter-Tuning-with-Grid-Search-and-Random-Search.ipynb

8.2 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/22 - crop-health.csv

33 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-DEM-AOI.tif

17 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-DTM-AOI.tif

8.6 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-ORT-AOI.tif

120 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.cpg

5 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.dbf

252 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.prj

384 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.shp

316 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.shx

108 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/dem.tif

17 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/dtm.tif

8.6 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/ortho.tif

120 MB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.cpg

5 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.dbf

261 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.prj

384 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.shp

316 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.shx

108 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.cpg

5 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.dbf

5.0 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.prj

384 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.shp

25 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.shx

1.1 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.dbf

4.3 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.prj

384 B

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.shp

15 kB

~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.shx

748 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/23 - Building a Convolutional Neural Network for Image Classification.mkv

212 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/23 - CNNs-LULC-Classification-EuroSAT-Azad-Rasul.ipynb

814 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/24 - Building an AI Model for Crop Health Analysis.mkv

125 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/24 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb

67 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/25 - Detecting-and-Counting-Plants-Using-Computer-Vision-Techniques.ipynb

1.3 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/25 - Plant Counting with Computer Vision Techniques.mkv

170 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/26 - 1.1-FourCastNet-A-practical-introduction-to-a-state-of-the-art-deep-learning-global-weather-emulator.ipynb

1.7 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/26 - 1.2-FourCastNet-Added-Iraq.ipynb

2.3 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/26 - Applying Deep Learning for Global Weather Emulation with FourCastNet.html

1.8 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/27 - Validating Biomass Predictions with Ground Truth.mkv

159 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/27 - Validation-with-Ground-Truth-Biomass-Focus.ipynb

159 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-DEM-AOI.tif

17 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-DTM-AOI.tif

8.6 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-ORT-AOI.tif

120 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.cpg

5 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.dbf

252 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.prj

384 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.shp

316 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.shx

108 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/dem.tif

17 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/dtm.tif

8.6 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/ortho.tif

120 MB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.cpg

5 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.dbf

261 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.prj

384 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.shp

316 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.shx

108 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.cpg

5 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.dbf

5.0 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.prj

384 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.shp

25 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.shx

1.1 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.dbf

4.3 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.prj

384 B

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.shp

15 kB

~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.shx

748 B

~Get Your Files Here !/7 - Course WrapUp and Resources/28 - Course Summary and Key Takeaways.html

5.7 kB

~Get Your Files Here !/7 - Course WrapUp and Resources/29 - Next Steps and Additional Resources.html

8.3 kB

~Get Your Files Here !/Bonus Resources.txt

70 B