Deep Learning

Understanding and using deep learning networks

New File Exchange Submissions

The MathWorks Neural Networks Toolbox development team has just posted two new items to the MATLAB Central File Exchange.

The first is an importer for TensorFlow-Keras models. This submission enables you to import a pretrained Keras model and weights and then use the model for prediction or transfer learning. Or, you can import the layer architecture as a Layer array or a LayerGraph object and then train the model.

The second is the pretrained ResNet-50 model. This model, which has been trained on a subset of the ImageNet database, won the ImageNet Large-Scale Visual Recognition Challenge (ILSVRC) competition in 2015. The model is trained on more than a million images, has 177 layers in total, and can classify images into 1000 object categories (e.g. keyboard, mouse, pencil, and many animals).

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