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[P] Realtime Stereo Vision (toy project)

[P] Realtime Stereo Vision (toy project)

Sup. I happened across one of the projects I was working on a few years ago, and I thought I would share it here in case you guys wanted to play with it.

Sample video of script in action

tl;dr summary of the code is it does a shitty implementation of a few layers of lstm to process a live video feed from a webcam or two, and it tries to predict some configurable number of frames into the future, conditioned on its own action space also. Also, since I happen to have two identical webcams lying around, I adapted the code to also handle concurrent stereoscopic video feeds for the fun of it. It wasn’t really meant to be a super rigorous implementation (ie, I used lstm instead of cnn layers), but I still think it had some mildly interesting outcomes.

Also, imho the video feed of the loss makes for some fun visual effects.

Anyways, here’s a link to the eye-bleedingly bad (but mostly functional) code: https://github.com/Miej/online-deep-learning

enjoy!

submitted by /u/Miejuib
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.