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+ name: "TF Keras CIFAR-10 Model"
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+ framework: "TensorFlow"
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+ description: "A convolutional neural network trained on CIFAR-10 dataset"
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+ tags:
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+ - Classification
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+ - CIFAR-10
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+ - Convolutional Neural Network
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+ inputs:
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+ - "32 x 32 x 3 RGB images"
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+ architecture:
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+ - "Flatten Layer"
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+ - "Dense Layer with 128 neurons and a Leaky ReLU Activation"
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+ - "Dense Layer with 128 neurons and a Leaky ReLU Activation"
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+ - "Dense Layer with 10 neurons and a Sigmoid Activation"
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+ metrics:
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+ - "Optimizer: Adam"
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+ - "Loss Function: Sparse Categorical Crossentropy"
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+ - "Accuracy: 96.75%"
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+ datasets:
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+ - "CIFAR-10"
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+ outputs:
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+ - "10 labels"
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+ sample_usages:
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+ - "Classification of airborne and land-based images"