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Using CNN to predicting the 3 Dimensional location of an object

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Object Location Prediction

Predict the (x, y, z) coordinates of an object in a 3D space using Neural Nets.

This is a video showing the working of the model in real time. We piped the predictions(x, y, z) made by the Neural Net into a Holo Lens to generate a virtual object(red sphere) at the position predicted by the NN.

Dependencies

  • keras
  • tensorflow

Dataset(based on python version)

Download any one of the following and place it in the "data" directory.

More information

You can find more information about our CNN here.

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