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Conclusion.txt

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In the paper, a total of seven CNNs are trained. The first CNN for predicting the square from where a move has to be made. The other six CNNs
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are for the prediction for each of the six distinct pieces in a chess (considering white's turn) to go to a particular position as a move.
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In our project, we have considered training only two CNNs, which'll perfectly suffice. The first CNN for predicting the square from where
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a move has to be made. The second CNN for predicting the square to where a move has to be made ( given the board layout ).
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In Paper: test/validation accuracies of CNNs: {38.3%}, {52.20%, 29.25%, 56.15%, 40.54%, 26.52%, 47.29%}.
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In our project: test/validation accuracies of CNNs: {48.65%}, {27.23%}

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