3 ms·
Is there any way to run images from a camera real-time into GoogLeNet? E.g. like if I want to scan areas around me to see if there are any perspectives in my e
by chillingeffect 9y ago
Is there any way to run images from a camera real-time into GoogLeNet?
E.g. like if I want to scan areas around me to see if there are any perspectives in my environment that light up the "snake" neurons or the dog neurons???
- colah3 9y agoYou might find it interesting to look at Jason Yosinski's "deep vis" framework: http://yosinski.com/deepvis http://yosinski.com/deepvis
- joshvm 9y agoThe Jetson TX2 can run GoogLeNet in real-time with the onboard camera, so it's definitely possible on mainstream GPUs too. https://github.com/dusty-nv/jetson-inference https://github.com/dusty-nv/jetson-inference Inspecting layer activations in real-time is trickier, but presumably possible.
- chillingeffect 9y agoI just found CaffeJS which can kind of do what I want. . It doesn't show the individual neurons, but does go from webcam to classification: https://chaosmail.github.io/caffejs/webcam.html https://chaosmail.github.io/caffejs/webcam.html
- taneq 9y agoIf not in realtime, you could always take a video and post-process it offline?