Java Deep Learning Cookbook

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Here are some important pre-trained models offered by the DL4J Model Zoo API:

• VGG16: VGG-16 referred to in this paper: https://arxiv.org/abs/1409.1556.

This is a very deep convolutional neural network targeting large-scale image recognition tasks. We can use transfer learning to train the model further. All we have to do is import VGG16 from the model zoo:

ZooModel zooModel =VGG16.builder().build(); ComputationGraph network = (ComputationGraph)zooModel.initPretrained();

Note that the underlying architecture of the VGG16 model in the DL4J Model Zoo API is ComputationGraph.

• TinyYOLO: TinyYOLO is referred to in this paper: https://arxiv.org/pdf/1612.08242.pdf.

This is a real-time object detection model for fast and accurate ...