Update README.md
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README.md
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@@ -77,11 +77,11 @@ These transformations simulate handwritten noise and variation in real student s
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Input: (1, 28, 28)
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β Conv2D(1 β 32) + BatchNorm + ReLU
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β Conv2D(32 β 64) + BatchNorm + ReLU
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β MaxPool2d(2x2) + Dropout(0.
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β Conv2D(64 β 128) + BatchNorm + ReLU
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β MaxPool2d(2x2) + Dropout(0.
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β Flatten
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β Linear(128*7*7 β 128) + BatchNorm + ReLU + Dropout(0.
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β Linear(128 β 11)
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β Output: class logits (digits 0β9, blank = 10)
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```
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Input: (1, 28, 28)
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β Conv2D(1 β 32) + BatchNorm + ReLU
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β Conv2D(32 β 64) + BatchNorm + ReLU
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β MaxPool2d(2x2) + Dropout(0.1)
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β Conv2D(64 β 128) + BatchNorm + ReLU
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β MaxPool2d(2x2) + Dropout(0.1)
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β Flatten
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β Linear(128*7*7 β 128) + BatchNorm + ReLU + Dropout(0.2)
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β Linear(128 β 11)
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β Output: class logits (digits 0β9, blank = 10)
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```
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