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cnn_classifier's Introduction

Deep Learn lectures - CBPF - first puzzle

Classifier for "Graduation", "picnic" and "meeting" images using Deep learning tools (CNN).

ABSTRACT

Here I build a CNN classifier in order to look at images of pic nics, meetings and graduations and classify them.

Results

ROC CURVE

img1

Acc and Acc_val curves (with and without dropout between the layers):

img2

AUC parameter class 0: 0.6797739827404218+-1.0051387222257235e-13

AUC parameter class 1: 0.6812913448748024+-1.1096666719304618e-13

AUC parameter class 2: 0.6428085056346791+-7.136608033805104e-15


## Authors

* **Yuri Muller Plumm Gomes** 


## Acknowledgments

* Thanks to Prof. Clecio for discussions, suggestions and for the MC simulations data used. 

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