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GameOfThrones_Image_Classifier

This project is able to classify many of the Game of Thrones characters including Arya Stark, Bran Stark, Cersei Lannister, Daenerys, Hodor, Jaime Lannister, Joffrey, Jon Snow, Rob Stark, and Tyrion Lannister. This deep learning model was trained using Tensor Flow and Google's Inception, which is a deep convolutional neural network.

Results

After training the classifier on 240 images, it has about 90.5% accuracy in predicting the character displayed. result

Testing for Daenerys:87% accuracy daenerys result1

Testing for Arya:60.8% accuracy

arya result2

Testing for Bran:61.6% accuracy

bran result3

Testing for Cersei:23.2% accuracy (Wasn't able to predict that it was Cersei)

cersei result4

Testing for Hodor:82.3% accuracy Hodor result5

Testing for Jaime:52.6% accuracy

jaime result1

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Game of Thrones character image classifier using Tensor Flow

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