Recurrent Neural Networks (RNNs) are neural networks that are designed for predicting sequence data. Images are not traditionally seen as sequence data, but can be modeled as such. Today we’re going to be testing out how well three different RNN architectures, Simple RNNs, LSTMs, and GRUs, do on image classification via the MNIST digits dataset.Continue reading “The Best RNN for Image Classification: RNN, LSTM, or GRU?”
Tag Archives: gru
Build a GRU RNN in Keras
In December of 2021, we went over How to Build a Recurrent Neural Network from Scratch, How to Build a Neural Network from Scratch in Python 3, and How to Build a Neural Network with Sci-Kit Learn. As a continuation in the Neural Network series, this post is going to go over how to buildContinue reading “Build a GRU RNN in Keras”