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Java Deep Learning Projects
book

Java Deep Learning Projects

by Md. Rezaul Karim
June 2018
Intermediate to advanced content levelIntermediate to advanced
436 pages
10h 33m
English
Packt Publishing
Content preview from Java Deep Learning Projects

Architecture choice and adoption

As mentioned earlier, we will be reusing the VGG-16 pretrained model, which is already trained with different images of cat and dog breeds from ImageNet (see the list here at http://www.image-net.org/challenges/LSVRC/2014/results#clsloc). The original VGG-16 model had 1,000 classes of images to be predicted as outlined in the following diagram:

Original VGG-16 model architecture

Fortunately, the trained model and network weights are already available on the DL4J website (see http://blob.deeplearning4j.org/models/vgg16_dl4j_inference.zip) and the size is about 500 MB.

You can manually download and restore, or ...

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Publisher Resources

ISBN: 9781788997454Supplemental Content