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Quiz · 4 questions

👁️ CNNs in TensorFlow

Convolutions, pooling, augmentation, transfer learning, Grad-CAM

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Quiz

01What does GlobalAveragePooling2D do to a (batch, 8, 8, 256) tensor?
02Why must you freeze a pretrained backbone before training a new classifier head?
03What's the difference between padding='same' and padding='valid' for Conv2D?
04When fine-tuning a pretrained model, the recommended LR ratio is approximately:
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