Intel has a new toy for AI developers to play with. The Movidius Neural Compute Stick lets you prototype and customize your Deep Neural Network. The data and power are handled over a single USB port. You can run multiple devices on the same platform.
The toolkit has everything you need for machine learning rapid prototyping. Cloud connectivity is not required to get started.