Search a title or topic

Over 20 million podcasts, powered by 

Player FM logo
Artwork

Content provided by Benjamin Reinhardt. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Benjamin Reinhardt or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Player FM - Podcast App
Go offline with the Player FM app!

Bypassing Systems with Gary Bradski [Idea Machines #9]

58:47
 
Share
 

Manage episode 226837105 series 2470122
Content provided by Benjamin Reinhardt. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Benjamin Reinhardt or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode I talk to Gary Bradski about the creation of OpenCV, Willow Garage, and how to get around institutional roadblocks.

Gary is perhaps best known as the creator of OpenCV - an open source tool that has touched almost every application that involves computer vision - from cat-identifying AI, to strawberry-picking robots, to augmented reality. Gary has been part of Intel Research, Stanford (where he worked on Stanley, the self driving car that won the first DARPA grand challenge), Magic Leap, and started his own Startups. On top of that Gary was early at Willow Garage - a private research lab that produced two huge innovations in robotics: The open source robot operating system and the pr2 robot. Gary has a track record of seeing potential in technologies long before they appear on the hype radar - everything from neural networks to computer vision to self-driving cars.

Key Takeaways

  • Aligning incentives inside of organizations is both essential and hard for innovation. Organizations are incentivized to focus on current product lines instead of Schumpeterian long shots. Gary basically had to do incentive gymnastics to get OpenCV to exist.
  • In research organization there's an inherent tension between pressure to produce and exploration. I love Gary's idea of a slowly decreasing salary.
  • Ambitious projects are still totally dependent on a champion. At the end of the day, it means that every ambitious project has a single point of failure. I wonder if there's a way to change that.
Notes

Gary on Twitter

The Embedded Vision Alliance

Video of Stanley winning the DARPA Grand Challenge

A short history of Willow Garage

  continue reading

50 episodes

Artwork
iconShare
 
Manage episode 226837105 series 2470122
Content provided by Benjamin Reinhardt. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Benjamin Reinhardt or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode I talk to Gary Bradski about the creation of OpenCV, Willow Garage, and how to get around institutional roadblocks.

Gary is perhaps best known as the creator of OpenCV - an open source tool that has touched almost every application that involves computer vision - from cat-identifying AI, to strawberry-picking robots, to augmented reality. Gary has been part of Intel Research, Stanford (where he worked on Stanley, the self driving car that won the first DARPA grand challenge), Magic Leap, and started his own Startups. On top of that Gary was early at Willow Garage - a private research lab that produced two huge innovations in robotics: The open source robot operating system and the pr2 robot. Gary has a track record of seeing potential in technologies long before they appear on the hype radar - everything from neural networks to computer vision to self-driving cars.

Key Takeaways

  • Aligning incentives inside of organizations is both essential and hard for innovation. Organizations are incentivized to focus on current product lines instead of Schumpeterian long shots. Gary basically had to do incentive gymnastics to get OpenCV to exist.
  • In research organization there's an inherent tension between pressure to produce and exploration. I love Gary's idea of a slowly decreasing salary.
  • Ambitious projects are still totally dependent on a champion. At the end of the day, it means that every ambitious project has a single point of failure. I wonder if there's a way to change that.
Notes

Gary on Twitter

The Embedded Vision Alliance

Video of Stanley winning the DARPA Grand Challenge

A short history of Willow Garage

  continue reading

50 episodes

All episodes

×
 
Loading …

Welcome to Player FM!

Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.

 

Listen to this show while you explore
Play