Implementing a CNN Deep Learning Model with TensorFlow

Deep learning has impressive data learning and prediction capabilities, making it very useful for a wide range of industries. When it comes to developing and training machine learning models, TensorFlow is an extremely useful and versatile deep learning library. Comparison of TensorFlow, PyTorch, and KerasThree widely used deep learning frameworks are Keras, TensorFlow, and PyTorch. Figure 2 shows the Python code example executed on Google Collab notebook for implementing a CNN deep learning model using TensorFlow. The output of our implemented CNN deep learning model using the MNIST data set is shown in Figure 3.