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datasets : SIGNS dataset, SIGNS dataset is a collection of 6 signs representing numbers from 0 to 5.
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Convolution_model_Step_by_Step.ipynb : In this notebook you will learn about Padding, strided, Pooling layer, forward propagation and back propagation.
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Convolution_model_Application.ipynb : In this notebook, we designed and trained a CNN model with Tensorflow. While creating the model, we will use what we learned from the notebook "Convolution_model_Step_by_Step.ipynb".
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Create placeholders
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Initialize parameters
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Forward propagation
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Compute cost
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Model
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Training
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References : Convolutional Neural Networks - https://www.coursera.org/learn/convolutional-neural-networks