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Building a CNN with Tensorflow to solve Aerial Challenge, which is a multi-class geographic image classification challenge on CodaLab,

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Aerial_Challenge

Aerial is a machine learning challenge on CodaLab Platform. It's a multi-class geographic image classification.

I worked in a team of 3 to solve the challenge using Deep Learning with Tensorflow. We were able to acheive 91.4% accuracy using a pre-trained model (ResNet50) and data-augmentation .


Results

Results of the model