Skip to content

Using CNN to predicting the 3 Dimensional location of an object

Notifications You must be signed in to change notification settings

nikhilsu/Object-location-detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

27 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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.