So you are serious about AI development? The Intel Neural Compute Stick 2 can help. It features the Intel Movidius Myriad X Vision Processing Unit that delivers up to 8 times better performance over its predecessor. The NCS2 has more cores and a dedicated hardware accelerator to better handle your apps.
The stick is compatible with Linux and Windows. It supports TensorFlow and Caffe.