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

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

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种子哈希：b35d042d2debd37904a94c92a8b1480355db80b7
文件大小： 3.2G
已经下载：191次
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收录时间：2025-10-25
最近下载：2025-12-30

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文件列表

  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/23 - Building a Convolutional Neural Network for Image Classification.mkv 222.1 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - Visualizing AI Model Performance.mkv 186.7 MB
  • ~Get Your Files Here !/2 - Setting Up Your Deep Learning Environment/6 - StepbyStep Guide to GPU Setup.mkv 181.1 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/25 - Plant Counting with Computer Vision Techniques.mkv 178.4 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/27 - Validating Biomass Predictions with Ground Truth.mkv 166.7 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/18 - Introduction to CNNs for Satellite Imagery Analysis.mkv 158.0 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/17 - Working with LargeScale Geospatial Data.mkv 141.2 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/13 - Import and Clean Datasets in Jupyter Notebook with Pandas.mkv 136.2 MB
  • ~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/2 - Introduction to Geospatial Analysis.mkv 133.4 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/24 - Building an AI Model for Crop Health Analysis.mkv 131.0 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/19 - Designing a CNN Model for Crop Health Classification.mkv 130.9 MB
  • ~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/5 - Overview of Deep Learning in Geospatial Applications.mkv 130.2 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-ORT-AOI.tif 125.4 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/ortho.tif 125.4 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-ORT-AOI.tif 125.4 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/ortho.tif 125.4 MB
  • ~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 119.2 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/15 - Preprocessing Real Sentinel2 Imagery for Deep Learning.mkv 119.2 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/12 - Calculating Geospatial Indices.mkv 109.9 MB
  • ~Get Your Files Here !/3 - CloudBased AI with Google Colab/9 - Running TensorFlow Models in the Cloud.mkv 88.0 MB
  • ~Get Your Files Here !/3 - CloudBased AI with Google Colab/8 - Setting Up Google Colab for AI Projects.mkv 82.3 MB
  • ~Get Your Files Here !/3 - CloudBased AI with Google Colab/11 - Saving and Sharing Colab Notebooks.mkv 82.2 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/16 - Integrating Google Earth Engine for Data Pipelines.mkv 75.0 MB
  • ~Get Your Files Here !/3 - CloudBased AI with Google Colab/10 - Running PyTorch Models in the Cloud.mkv 64.0 MB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Conducting Zonal Statistics in Python.mkv 56.0 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - Evaluating models Accuracy precision recall and crossvalidation.mkv 51.3 MB
  • ~Get Your Files Here !/3 - CloudBased AI with Google Colab/7 - Introduction to Goggle Colab.mkv 38.7 MB
  • ~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/3 - Introduction to Artificial Intelligence.mkv 18.6 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-DEM-AOI.tif 17.9 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/dem.tif 17.9 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-DEM-AOI.tif 17.9 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/dem.tif 17.9 MB
  • ~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/4 - Why Python is the Top Choice for AI.mkv 14.4 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/DrnMppr-DTM-AOI.tif 9.0 MB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/dtm.tif 9.0 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/DrnMppr-DTM-AOI.tif 9.0 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/dtm.tif 9.0 MB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/26 - 1.2-FourCastNet-Added-Iraq.ipynb 2.4 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 1.8 MB
  • ~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/23 - CNNs-LULC-Classification-EuroSAT-Azad-Rasul.ipynb 833.1 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/27 - Validation-with-Ground-Truth-Biomass-Focus.ipynb 163.2 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - Visualizing-ML-Model-Performance.ipynb 71.2 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/19 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb 68.9 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/24 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb 68.9 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.shp 43.0 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/20 - crop-health.csv 33.5 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - crop-health.csv 33.5 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/22 - crop-health.csv 33.5 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.shp 25.4 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.shp 25.4 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.ed1 24.6 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.dbf 21.0 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.shp 15.7 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.shp 15.7 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Chirps-Erbil.tif 9.2 kB
  • ~Get Your Files Here !/7 - Course WrapUp and Resources/29 - Next Steps and Additional Resources.html 8.5 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/22 - Hyperparameter-Tuning-with-Grid-Search-and-Random-Search.ipynb 8.4 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/17 - Working-with-Large-Scale-Geospatial-Data.ipynb 8.2 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/15 - Image-Preprocessing-for-Deep-Learning.ipynb 6.5 kB
  • ~Get Your Files Here !/1 - Introduction to Geospatial AI and Satellite Imagery/1 - Welcome and Course Overview.html 6.1 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/14 - Calculate-zonal-statistics-1.ipynb 6.0 kB
  • ~Get Your Files Here !/7 - Course WrapUp and Resources/28 - Course Summary and Key Takeaways.html 5.9 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.dbf 5.1 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.dbf 5.1 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/16 - Integrating-Google-Earth-Engine-for-Data-Pipelines.ipynb 5.1 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/21 - Evaluating-Models-Accuracy-Precision-Recall-and-Cross-Validation.ipynb 4.6 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.dbf 4.4 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.dbf 4.4 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shp 3.5 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/26 - Applying Deep Learning for Global Weather Emulation with FourCastNet.html 1.9 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.dbf 1.7 kB
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.shx 1.2 kB
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.shx 1.2 kB
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.ebb 872 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.shx 748 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.shx 748 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.prj 384 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.prj 384 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.prj 384 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_2.prj 384 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.prj 384 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.prj 384 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.prj 384 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_2.prj 384 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.sbn 324 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.shp 316 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.shp 316 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.shp 316 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.shp 316 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.shx 268 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.dbf 261 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.dbf 261 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.qpj 257 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.dbf 252 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.dbf 252 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.eq1 208 Bytes
  • Get Bonus Downloads Here.url 180 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.prj 145 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.prj 143 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.qtr 136 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.sbn 132 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.sbx 132 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.sbx 116 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shx 108 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.shx 108 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.shx 108 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.shx 108 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.shx 108 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 70 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.cpg 5 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Erbil_Admi_3.cpg 5 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/aoi.cpg 5 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plant_count.cpg 5 Bytes
  • ~Get Your Files Here !/5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/plots_1.cpg 5 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/aoi.cpg 5 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plant_count.cpg 5 Bytes
  • ~Get Your Files Here !/6 - Advanced Geospatial AI Applications/data/plots_1.cpg 5 Bytes
  • ~Get Your Files Here !/4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/Center_Erbil.shp.DESKTOP-U07KOO1.15896.13176.sr.lock 0 Bytes

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