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Implementing AlexNet CNN Architecture Using TensorFlow 2.0+ and Keras
Learn how to implement the neural network architecture that kicked off the deep convolutional neural network revolution back in 2012.
链接: link. https://towardsdatascience.com/implementing-alexnet-cnn-architecture-using-tensorflow-2-0-and-keras-2113e090ad98
内容
- Machine and Deep learning tools and libraries
- Data partitioning
- Creating Input and data pipelines using TensorFlow
- Data Preprocessing
- Convolutional Neural Network Implementation (AlexNet)
- Model performance monitoring using TensorBoard
- Model Evaluation