Robotic Arm Using Deep Learning

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Published 2017-12-08
3-DOF Robotic arm which automatically finds and predicts an optimized route to pick up an object given by voice command
Objects detected using TensorFlow (Object Detection API) and route selected using Machine Learning Algorithms
Initially when I made the project I had never planned for documentation and didn't expect so many people to ask for the code. As, I had done this project a while ago, I don't remember the specifics of the project at the top of my head. It is not like a typical GitHub repository, rather just a place where people can go through the code and maybe get an idea (better than me having to email each time). I have uploaded all the major relevant files I have on the following GitHub link : github.com/VigneshManoj/Robotic-Arm-using-Deep-Lea…
Good luck!
Background Music: Mich - Sea of Envy

All Comments (21)
  • @soorajsv
    Nice project and great work . Hats off to you and keep it up
  • @Barsay
    is the part of calculating how to move the arm to the object managed with machine learning, or is it a simple algorithm?
  • @vinodkinoni4863
    Hi vignesh great work u m looking suchlike vdo long time today m found thanks ones again
  • Hey Vignesh let me know how to make it like could you atleast guide me like a roadmap like how to do it
  • @ungnomeuser9624
    Can you make a tutorial on how to make the robot arm step by step? Please
  • I noticed that you used the ssd mobile net v1 pretrained model. I have used the faster rcnn inception v2 model. Would it make much of a difference?
  • @muaznabil3707
    Which method are you using for the inverse kinematics once you have the target ?. great work though.
  • @robomextv
    Is the code open source? What are the algorithms used? Awesome project. Keep it up.
  • @MDNAIMUDDIN
    which camera did you use to detect the objects
  • @k.devaharsha
    hi,can i get the circuit of that project,i saw soo many .ino files in arduino i can upload only one .ino file but in git there were soo many .ino files and also there is no circuit also could you please send mee on mail .Thanks in Advance