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[ DevCourseWeb.com ] Udemy - Deep Learning Application for Earth Observation

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2022-11-01

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DevCourseWeb com Udemy Deep Learning Application for Earth Observation

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File Name

Size

Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction/1. Introduction.mp4

39.05MB

~Get Your Files Here !/1. Introduction/2. Convolution neural network.mp4

39.29MB

~Get Your Files Here !/1. Introduction/3. Resources to learn deep learning.html

930B

~Get Your Files Here !/1. Introduction/4. Notebooks and codes.html

429B

~Get Your Files Here !/2. Deep learning environment setup/1. Overview of this section.mp4

4.37MB

~Get Your Files Here !/2. Deep learning environment setup/2. Local environment vs Google Colab.mp4

14.67MB

~Get Your Files Here !/2. Deep learning environment setup/3. Tensorflow installation.mp4

88.64MB

~Get Your Files Here !/2. Deep learning environment setup/4. Tensorflow in jupyter notebook.mp4

14.44MB

~Get Your Files Here !/2. Deep learning environment setup/5. Installation of matplotlib, gdal and rasterio.mp4

22.74MB

~Get Your Files Here !/2. Deep learning environment setup/6. Tensorflow in google colab.mp4

45.87MB

~Get Your Files Here !/2. Deep learning environment setup/7. Deep learning basic questions.html

198B

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/1. Required dataset for this lecture.html

897B

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/2. Create area of interest in ArcGIS pro.mp4

110.12MB

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/3. Download sentinel2 MSI imagery from GEE.mp4

105.55MB

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/4. Create the output imagery (mask imagery).mp4

99.25MB

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/5. Create image and mask tiles using arcgis pro.mp4

195.52MB

~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/6. Deep learning dataset preparation quiz.html

198B

~Get Your Files Here !/4. Open source solution for data preparation (geotile)/1. Overview of this section.html

706B

~Get Your Files Here !/4. Open source solution for data preparation (geotile)/2. About the input dataset.mp4

36.08MB

~Get Your Files Here !/4. Open source solution for data preparation (geotile)/3. Introduction to geotile package.mp4

13.91MB

~Get Your Files Here !/4. Open source solution for data preparation (geotile)/4. Image and Mask tiles using GeoTile.mp4

152.6MB

~Get Your Files Here !/4. Open source solution for data preparation (geotile)/5. DL training dataset preparation using open-source solution.html

198B

~Get Your Files Here !/5. Image classification/1. Overview of this lecture.html

1.2KB

~Get Your Files Here !/5. Image classification/2. Introduction to image classification.mp4

51.61MB

~Get Your Files Here !/5. Image classification/3. About dataset.mp4

45.18MB

~Get Your Files Here !/5. Image classification/4. Image classification deep learning model.mp4

195MB

~Get Your Files Here !/6. Deep learning object detection/1. Overview of this section.html

320B

~Get Your Files Here !/6. Deep learning object detection/2. Object detection introduction.mp4

21.11MB

~Get Your Files Here !/6. Deep learning object detection/3. About dataset.mp4

33.98MB

~Get Your Files Here !/6. Deep learning object detection/4. Object detection using YOLOv4.mp4

199.6MB

~Get Your Files Here !/7. Image segmentation (Binary class)/1. Overview of this section.html

382B

~Get Your Files Here !/7. Image segmentation (Binary class)/2. About dataset.mp4

29.01MB

~Get Your Files Here !/7. Image segmentation (Binary class)/3. Building detection.mp4

138.31MB

~Get Your Files Here !/8. Image segmentation (Multi-class)/1. Overview of this section.html

464B

~Get Your Files Here !/8. Image segmentation (Multi-class)/2. Land use Land cover mapping.mp4

100.69MB

~Get Your Files Here !/8. Image segmentation (Multi-class)/3. Convert image to numpy file.mp4

13.97MB

~Get Your Files Here !/8. Image segmentation (Multi-class)/4. Convert numpy file to image.mp4

31.15MB

~Get Your Files Here !/9. Landslide detection/1. Overview of this section.html

537B

~Get Your Files Here !/9. Landslide detection/2. Landslide inventory detection using CNN.mp4

276.69MB

~Get Your Files Here !/9. Landslide detection/3. Attention U-Net introduction.mp4

30.72MB

~Get Your Files Here !/9. Landslide detection/4. Landslide detection using SAR dataset.mp4

274.69MB

~Get Your Files Here !/9. Landslide detection/5. Bonus lecture.html

2.18KB

~Get Your Files Here !/Bonus Resources.txt

386B

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