Therefore, to load the saved model from another program, you must place the code that defines the network in that other program. The Convolutional Neural Network The definition of the CNN network used ...

A subsequent article, “Training convolutional neural networks” discusses how CNN models are trained. Part 3 will examine a specific use case to test the model using a dedicated AI microcontroller.

Neural-network training is computationally demanding, to extremes, and when training a model from scratch, a developer can expect training times of up to five days on a high-end multi-GPU machine.

and we extensively compare its performance with those of the well-known autoregressive model and a long short-term memory network. We show that a convolutional network is well suited to ...

Deep Learning beginners quickly learn that Recurrent Neural Network (RNNs) are for building models for sequential data tasks (such as language translation) whereas Convolutional Neural Networks ...