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cdf0064 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | {
"model_name": "CNN Autoencoder",
"architecture": "Convolutional Autoencoder",
"input_shape": "28x28x1",
"encoder_layers": "Conv2D(32) -> MaxPool -> Conv2D(16) -> MaxPool",
"decoder_layers": "Conv2D(16) -> UpSample -> Conv2D(32) -> UpSample -> Conv2D(1)",
"optimizer": "Adam",
"loss_function": "Binary Crossentropy",
"test_accuracy": 0.8756,
"test_f1_score": 0.8923,
"test_loss": 0.1234,
"dataset": "MNIST Handwritten Digits",
"training_samples": 60000,
"test_samples": 10000
}
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