DevCourseWeb com Udemy Deep Learning Application for Earth Observation

DevCourseWeb com Udemy Deep Learning Application for Earth Observation

Name	[ DevCourseWeb.com ] Udemy - Deep Learning Application for Earth Observation	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	44
Last Seen	2025-07-18 23:59
Hash	CF22212D214D221E38CEE7E339E90DBEB429BDAF

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	40.9 MB
2. Convolution neural network.mp4	41.2 MB
3. Resources to learn deep learning.html	0.9 KB
4. Notebooks and codes.html	0.4 KB
/.../2. Deep learning environment setup/
1. Overview of this section.mp4	4.6 MB
2. Local environment vs Google Colab.mp4	15.4 MB
3. Tensorflow installation.mp4	92.9 MB
4. Tensorflow in jupyter notebook.mp4	15.1 MB
5. Installation of matplotlib, gdal and rasterio.mp4	23.8 MB
6. Tensorflow in google colab.mp4	48.1 MB
7. Deep learning basic questions.html	0.2 KB
/.../3. Deep learning dataset preparation using ArcGIS Pro/
1. Required dataset for this lecture.html	0.9 KB
2. Create area of interest in ArcGIS pro.mp4	115.5 MB
3. Download sentinel2 MSI imagery from GEE.mp4	110.7 MB
4. Create the output imagery (mask imagery).mp4	104.1 MB
5. Create image and mask tiles using arcgis pro.mp4	205.0 MB
6. Deep learning dataset preparation quiz.html	0.2 KB
/.../4. Open source solution for data preparation (geotile)/
1. Overview of this section.html	0.7 KB
2. About the input dataset.mp4	37.8 MB
3. Introduction to geotile package.mp4	14.6 MB
4. Image and Mask tiles using GeoTile.mp4	160.0 MB
5. DL training dataset preparation using open-source solution.html	0.2 KB
/5. Image classification/
1. Overview of this lecture.html	1.2 KB
2. Introduction to image classification.mp4	54.1 MB
3. About dataset.mp4	47.4 MB
4. Image classification deep learning model.mp4	204.5 MB
/.../6. Deep learning object detection/
1. Overview of this section.html	0.3 KB
2. Object detection introduction.mp4	22.1 MB
3. About dataset.mp4	35.6 MB
4. Object detection using YOLOv4.mp4	209.3 MB
/.../7. Image segmentation (Binary class)/
1. Overview of this section.html	0.4 KB
2. About dataset.mp4	30.4 MB
3. Building detection.mp4	145.0 MB
/.../8. Image segmentation (Multi-class)/
1. Overview of this section.html	0.5 KB
2. Land use Land cover mapping.mp4	105.6 MB
3. Convert image to numpy file.mp4	14.7 MB
4. Convert numpy file to image.mp4	32.7 MB
/9. Landslide detection/
1. Overview of this section.html	0.5 KB
2. Landslide inventory detection using CNN.mp4	290.1 MB
3. Attention U-Net introduction.mp4	32.2 MB
4. Landslide detection using SAR dataset.mp4	288.0 MB
5. Bonus lecture.html	2.2 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 44