HRRS Image Classification

Code and models for training convolutional neural networks (CNN) and satellite image classification using AID dataset (

Datasets in the Collection

Convnet models trained from scratch on a HRRS image dataset.
Created on Dec 28, 2017
Convnet models fine-tuned on AID dataset of aerial images.
Created on May 04, 2017
Thumbnail of Tools & Results
Code for convnet training and image classification, conference paper and presentation.
Code and usage instructions are also available from Vi-SEEM code repository
The implementation is in Python and it is based on Theano ( and the neural networks library Keras ( For installing Theano and Keras please follow the installation instruction on the respective github pages. You will also need: numpy, scipy and sklearn
Created on May 04, 2017

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