List: Deep Learning for Remote Sensing | Curated by Maurício Cordeiro | Medium

Maurício Cordeiro

Nov 3, 2021

6 stories

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Deep Learning for Remote Sensing

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TDS Archive

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Maurício Cordeiro

How to implement augmentations for Multispectral Satellite Images Segmentation using Fastai-v2 and…

Improve the performance of your deep learning algorithms with multispectral image augmentations and Fastai v2.

Sep 15, 2020

How to implement augmentations for Multispectral Satellite Images Segmentation using Fastai-v2 and…

Sep 15, 2020

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Analytics Vidhya

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Maurício Cordeiro

Creating training patches for Deep Learning Image Segmentation of Satellite (Sentinel 2) Imagery

Learn how to use Google Earth to create training patches for Image Segmentation to be used with any Deep Learning framework.

Jun 28, 2020

Creating training patches for Deep Learning Image Segmentation of Satellite (Sentinel 2) Imagery

Jun 28, 2020

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Analytics Vidhya

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Maurício Cordeiro

Leveraging the Performance of Agglomerative Clustering for High-Resolution Satellite Images (Part…

Learn how to use Agglomerative Clustering effectively with high resolution satellite images and huge amount of data.

May 10, 2020

Leveraging the Performance of Agglomerative Clustering for High-Resolution Satellite Images (Part…

May 10, 2020

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Analytics Vidhya

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Maurício Cordeiro

Creating a Very Simple U-Net Model with PyTorch for Semantic Segmentation of Satellite Images

Implementation of simplified U-Net in PyTorch, for satellite image segmentation, with just few lines of code.

Apr 5, 2020

Creating a Very Simple U-Net Model with PyTorch for Semantic Segmentation of Satellite Images

Apr 5, 2020

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Analytics Vidhya

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Maurício Cordeiro

How to create a custom Dataset / Loader in PyTorch, from Scratch, for multi-band Satellite Images…

In my last Medium story (here) I proposed an approach using the high level API Fast.ai to detect cloud contours in satellite images…

Apr 3, 2020

How to create a custom Dataset / Loader in PyTorch, from Scratch, for multi-band Satellite Images…

Apr 3, 2020

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Analytics Vidhya

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Maurício Cordeiro

A simple cloud-detection walk-through using Convolutional Neural Network (CNN and U-Net) and…

Neural nets can be both, threatening and "passionate" at the same time. The more you learn and the more you go deep into it, you unleashes…

Mar 18, 2020

A simple cloud-detection walk-through using Convolutional Neural Network (CNN and U-Net) and…

Mar 18, 2020

Maurício Cordeiro

Maurício Cordeiro

Ph.D. Geospatial Data Scientist and water specialist at Brazilian National Water and Sanitation Agency. To get in touch: https://www.linkedin.com/in/cordmaur/

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