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This Challenge is completed

NVIDIA® Jetson™ Developer Challenge

NVIDIA® Jetson™ Developer Challenge
  • Winners announced
  • Winners announced
prize pool $42,789

SEE RESULTS

SEE RESULTS

Oct 23, 2017 - Feb 18, 2018 23:59 UTC
Voting: Feb 19 - Mar 04, 2018 23:59 UTC
  • Challenge outline
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NVIDIA® Jetson™ Developer Challenge
  • Challenge outline
  • Resources
  • Participants
  • Projects
  • FAQ
  • Results
  • Updates
  • Rules

TK

Tomohiro Koshiyama

Added: Feb 16, 2018

Takayuki Shimizu, Akihiro Shitara, Ryuichi Adachi

TAGS

  1. Demonstration,
  2. Deep Learning,
  3. Promotion,
  4. Object Detection,
  5. Speed-up,
  6. TensorRT,
  7. pruning

TYPE OF PROJECT

PRESENTATION

VOTES: 1 LIKES: 1

Demonstration for Promotion of Deep Learning

  • play
  • Demonstration for Promotion of Deep Learning
  • pdf

    Project description

    Understanding of Deep Learning is not complete yet...

    So we want to disseminate accurate information about Deep Learning !

    That's right, seeing is believing !

    Let's demonstrate with Jetson.


    We believe that Jetson is the best device to disseminate Deep Learning's actual performance.

    Jetson is well-balanced and excellent for demonstration.

    The HW / SW that needs it is very simple.

    because Jetson has a built-in CPU and GPU.

    It is easy to build a demonstration environment of Deep Learning.


    In addition, we worked on speeding up to make the demonstration more comfortable.

    we applied pruning and TensorRT.

    5x Speed-up and no degradation of Accuracy of algorithms for product.

    It will be further speed-up if Xavier released or TensorRT upgrade.

    We can get speed-up Only by waiting.

    That is wonderful !!


    We are accelerating the promotion of deep learning by demonstrating various algorithms under investigation with Jetson.


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