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Newbie question

Bought the Movidius stick to further explore AI, however getting a bit confused after doing some initial 'out-of-the-box' tests.
Successfully installed all the required software on my Ubuntu 16.04 workstation, followed all the instructions step by step (1 to 4) and ran the stream_infer.py example (SqueezeBet). This is the result (see steam_infer.jpg).

As you can see, best guess: paper towel (53.76%).

Also installed Yolo and ran './darknet detector demo cfg/coco.data cfg/yolo.cfg yolo.weights' with the following result (see yolo.jpg).

I am struggling to understand why stream_infer.py did not resolve this scene and Yolo could. Yes, if I replace these objects with a 'computer keyboard', the keyboard is recognized (score about 30%). Obviously, I am missing something here. Can someone put me on the right track?

yolo.jpg 102.4K

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