Machine Learning for the Web: Image Classification

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ml4w machine_learning tensorflow
Machine Learning for the Web: Image Classification /img/itp/03_semester/ml4w/mobilenet-demo.gif

Takeaways

MobileNet is lightweight and allows for near realtime inference on a mobile device.

However, it makes some guesses that seem unusual since the model is making naive inferences that are unrelated to one another. There is no sense of context.

Next steps:

  • work with a sequence of predictions to infer context
  • figure out a way to feed previous predictions into the next inference
  • make a game to trick the results