Adversarial Robustness Toolbox

Explore ART, a toolbox for rapid crafting and analysis of attack and defense methods for machine learning models.

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A developer’s view on IBM’s Open Tech AI strategy

I’m especially proud of is IBM’s clear strategy to create, support, and enhance Open Tech AI. From IBM's Center of Open-Source Data and AI Technologies (CODAIT), whose mission encompasses the end-to-end enterprise AI lifecycle, to the machine learning and deep learning capabilities in IBM Watson Studio, IBM presents a clear and powerful Open Tech...

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Use computer vision to detect and track moving objects in video

The counting cars code pattern Using computer vision to annotate videos is a fun and useful exercise. I recently had a chance to try it out while working on this code pattern. I learned a lot (you might, too), and I think that if you try it out, you’ll think of many useful applications. For...

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Fabric for Deep Learning (FfDL)

Fabric for Deep Learning is a deep learning platform offering TensorFlow, Caffe, PyTorch, and others as a service on Kubernetes.

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Read how FfDL delivers deep learning capabilities to the hands of data scientists and AI developers.

DLaaS in Watson

Design complex neural networks, then experiment at scale to deploy optimized deep learning models within Watson Studio.