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TORRENT DETAILS

Udemy - Deep Learning Application For Earth Observation

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	cf22212d214d221e38cee7e339e90dbeb429bdaf
Size:	2.4 GB in 43 files
Release Date(s):	Torrent Release: 31-10-2022 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

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FILE LIST

Filename		Size
	~Get Your Files Here !/1. Introduction/1. Introduction.mp4	39 MB
	~Get Your Files Here !/1. Introduction/2. Convolution neural network.mp4	39.3 MB
	~Get Your Files Here !/1. Introduction/3. Resources to learn deep learning.html	930 B
	~Get Your Files Here !/1. Introduction/4. Notebooks and codes.html	429 B
	~Get Your Files Here !/2. Deep learning environment setup/1. Overview of this section.mp4	4.4 MB
	~Get Your Files Here !/2. Deep learning environment setup/2. Local environment vs Google Colab.mp4	14.7 MB
	~Get Your Files Here !/2. Deep learning environment setup/3. Tensorflow installation.mp4	88.6 MB
	~Get Your Files Here !/2. Deep learning environment setup/4. Tensorflow in jupyter notebook.mp4	14.4 MB
	~Get Your Files Here !/2. Deep learning environment setup/5. Installation of matplotlib, gdal and rasterio.mp4	22.7 MB
	~Get Your Files Here !/2. Deep learning environment setup/6. Tensorflow in google colab.mp4	45.9 MB
	~Get Your Files Here !/2. Deep learning environment setup/7. Deep learning basic questions.html	198 B
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/1. Required dataset for this lecture.html	897 B
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/2. Create area of interest in ArcGIS pro.mp4	110.1 MB
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/3. Download sentinel2 MSI imagery from GEE.mp4	105.6 MB
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/4. Create the output imagery (mask imagery).mp4	99.3 MB
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/5. Create image and mask tiles using arcgis pro.mp4	195.5 MB
	~Get Your Files Here !/3. Deep learning dataset preparation using ArcGIS Pro/6. Deep learning dataset preparation quiz.html	198 B
	~Get Your Files Here !/4. Open source solution for data preparation (geotile)/1. Overview of this section.html	706 B
	~Get Your Files Here !/4. Open source solution for data preparation (geotile)/2. About the input dataset.mp4	36.1 MB
	~Get Your Files Here !/4. Open source solution for data preparation (geotile)/3. Introduction to geotile package.mp4	13.9 MB
	~Get Your Files Here !/4. Open source solution for data preparation (geotile)/4. Image and Mask tiles using GeoTile.mp4	152.6 MB
	~Get Your Files Here !/4. Open source solution for data preparation (geotile)/5. DL training dataset preparation using open-source solution.html	198 B
	~Get Your Files Here !/5. Image classification/1. Overview of this lecture.html	1.2 KB
	~Get Your Files Here !/5. Image classification/2. Introduction to image classification.mp4	51.6 MB
	~Get Your Files Here !/5. Image classification/3. About dataset.mp4	45.2 MB
	~Get Your Files Here !/5. Image classification/4. Image classification deep learning model.mp4	195 MB
	~Get Your Files Here !/6. Deep learning object detection/1. Overview of this section.html	320 B
	~Get Your Files Here !/6. Deep learning object detection/2. Object detection introduction.mp4	21.1 MB
	~Get Your Files Here !/6. Deep learning object detection/3. About dataset.mp4	34 MB
	~Get Your Files Here !/6. Deep learning object detection/4. Object detection using YOLOv4.mp4	199.6 MB
	~Get Your Files Here !/7. Image segmentation (Binary class)/1. Overview of this section.html	382 B
	~Get Your Files Here !/7. Image segmentation (Binary class)/2. About dataset.mp4	29 MB
	~Get Your Files Here !/7. Image segmentation (Binary class)/3. Building detection.mp4	138.3 MB
	~Get Your Files Here !/8. Image segmentation (Multi-class)/1. Overview of this section.html	464 B
	~Get Your Files Here !/8. Image segmentation (Multi-class)/2. Land use Land cover mapping.mp4	100.7 MB
	~Get Your Files Here !/8. Image segmentation (Multi-class)/3. Convert image to numpy file.mp4	14 MB
	~Get Your Files Here !/8. Image segmentation (Multi-class)/4. Convert numpy file to image.mp4	31.2 MB
	~Get Your Files Here !/9. Landslide detection/1. Overview of this section.html	537 B
	~Get Your Files Here !/9. Landslide detection/2. Landslide inventory detection using CNN.mp4	276.7 MB
	~Get Your Files Here !/9. Landslide detection/3. Attention U-Net introduction.mp4	30.7 MB
	~Get Your Files Here !/9. Landslide detection/4. Landslide detection using SAR dataset.mp4	274.7 MB
	~Get Your Files Here !/9. Landslide detection/5. Bonus lecture.html	2.2 KB
	~Get Your Files Here !/Bonus Resources.txt	386 B

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