Java Deep Learning Cookbook

How to do it...

1. Call the load() method to import the model from the saved location:

File savedLocation = new File("model.zip"); boolean saveUpdater = true; MultiLayerNetwork restored = MultiLayerNetwork.load(savedLocation, saveUpdater);

2. Add the required pom dependency to use the deeplearning4j-zoo module:

<dependency> <groupId>org.deeplearning4j</groupId> <artifactId>deeplearning4j-zoo</artifactId> <version>1.0.0-beta3</version> </dependency>

3. Add the fine-tuning configuration for MultiLayerNetwork using the TransferLearning API:

MultiLayerNetwork newModel = new TransferLearning.Builder(oldModel) .fineTuneConfiguration(fineTuneConf) .build();

4. Add the fine-tuning configuration for ComputationGraph using the TransferLearning API:

ComputationGraph ...