The IBM Watson™ Visual Recognition service has been updated so that new Custom Classifier model trainings are now generated as deep learning neural net based classifiers.
The additional computation required to generate these deep learning models may require additional time for new models to train.
Presently, existing custom classifiers can continue to be updated and retrained and will not be updated to this new deep learning machine model format.