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Results
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Batch size: 16
Epochs: 12
Conv2D - 32/2x2/relu > Conv2D - 64/2x2/relu > MaxPooling2D - 3x3 > DropOut 0.25 > Dense 256/relu > DropOut 0.5 > Final Dense
Test loss: 3.80057307213
Test accuracy: 0.338709680303
Conv2D - 32/2x2/relu > Conv2D - 64/2x2/relu > MaxPooling2D - 2x2 > DropOut 0.25 > Dense 256/relu > DropOut 0.5 > Final Dense
Test loss: 4.40050403533
Test accuracy: 0.0967741942694
Conv2D - 64/2x2/relu > Conv2D - 128/2x2/relu > MaxPooling2D - 3x3 > DropOut 0.25 > Dense 256/relu > DropOut 0.5 > Final Dense
Test loss: 3.46776050137
Test accuracy: 0.274193555117
Conv2D - 32/2x2/relu > Conv2D - 64/2x2/relu > MaxPooling2D - 4x4 > DropOut 0.25 > Dense 256/relu > DropOut 0.5 > Final Dense
Test loss: 3.68268998208
Test accuracy: 0.30645161771
Conv2D - 32/5x5/relu > Conv2D - 64/2x2/relu > MaxPooling2D - 3x3 > DropOut 0.25 > Dense 512/relu > DropOut 0.5 > Final Dense
Test loss: 3.82708757154
Test accuracy: 0.290322582087
Conv2D - 32/8x8/relu > Conv2D - 64/2x2/relu > MaxPooling2D - 3x3 > DropOut 0.25 > Dense 256/relu > DropOut 0.5 > Final Dense