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Stream infer performance

After loading the sdk and running all examples I tried stream infer which was only able to identify a keyboard . It saw my head as a shower cap , a pen a a syringe , my finger as a nipple , and a screwdriver as a wing with my iPhone detected as a mirror .

Is this a fair reflection on the state of CNN' s and machine learning or have I missed something ?.

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