The Compressor and the Compressor

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  raspberry-pi and jetson-nano

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  jetson-nano

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  model-compressor

Inspiration

The drive to keep getting better!

What it does

A solution for low-power, low-bandwidth, offline, and accurate AI (Computer Vision/NLP) on Raspberry Pi like device.

How we built it

We use a special compression algorithm to highly compress (up to 90%) the Computer Vision/NLP algorithms and use the computing power packed in an Nvidia Jetson Nano to run our compressed algorithms

Challenges we ran into

• Limited time to train the models
  

Accomplishments that we're proud of

• We have a demo of the solution we are proposing
  

What we learned

• Problems faced while pushing the Raspberry Pi to the limit
• Ways to deal with running in real-time large Deep Learning models on edge devices like Raspberry Pi and Nvidia Jetson Nano
  

What's next for The Compressor and the Compressor

• A ready-to-use, full-fledged prototype
  

Slides

We have a Prezi slide-deck - https://prezi.com/p/pv_vftdwv9fn/

Built With

• jetson-nano
• machine-learning
• opencv
• python
• pytorch
• raspberry-pi