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Deep Learning model which classifies Satellite Images as Residential Areas, Playgrounds etc.

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Jarvis-BITS/DL-SatelliteImg-Classification

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DeepLearning-SatelliteImg-Scene_Classification

This python program utilizes Pytorch to create a Deep Learning model centered around environment & scene detection;detecting what type of environment is shown in satellite imagery i.e Playgrounds, residential areas etc.

The dataset can be downloaded from this link

Awesome DL satellite models to check out: Robmarkcole Satellite DL, How to train image classifier

The Ipynb file can be opened using Google Colab or Jupyter Notebook.
Note: When using a cloud based platform like Google Colab, switch on GPU based accelaration to reduce training times

(learn how: here)

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Deep Learning model which classifies Satellite Images as Residential Areas, Playgrounds etc.

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