Finding its way home when GPS is lost

I am Aditya Bhushan. I am final year Mtech student at IIT(ISM) Dhanbad India. I am very interested in autonomous drone or rover applications such as finding a certain place or returning home without GPS help. I have experience with deep learning and tools such as theano, tensorflow and pytorch. I also have experience in motion estimation, corner detection and tracking.I have uploaded some deep learning codes in github, link is “”. This would be a great learning experience for me.
Thank You

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I prefer to use visual recognition to find its way.

@aditya1, sounds good, looking forward to your proposal!

Being able to return home without a GPS would be a fantastic feature.