As someone who maintains a popular android camera library; what is this app using to take photos on both iOS and Android? Android can be a bit tricky with device-specific differences and Camera 1 vs. Camera 2 API changes.
How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
91–100 of 123 posts
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#92Earlier quoted context omitted.
Do you have a special algorithm to determine Canada/US and not Canada/US.
Their neural network localizes your submitted hotdog images. To get around the block, try showing it a Canadian hotdog.
Will it block Canadian hotdogs shot on USA soil? How about Mexican hotdogs? Asking for a friend.
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#93As someone who maintains a popular android camera library; what is this app using to take photos on both iOS and Android? Android can be a bit tricky with device-specific differences and Camera 1 vs. Camera 2 API changes.
The amazing react-native-camera plugin! [0] I’m still getting a few camera-related crashes on Android right now, but overall I would say it makes things pretty smooth!
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#94Interesting. What is the external GPU (eGPU) enclosure you used for the Nvidia GTX 980 Ti card? Is it this one? https://bizon-tech.com/us/bizonbox2s-egpu.html/
Yes, that’s what you see in the picture, although as completely personal advice, I would stop short of recommending it. For one there are arguably better cases out there now, and you can sometimes build your own eGPU rig for less. Finally, the Mac software integration (with any eGPU) is very hacky at the moment despite the community’s best efforts, and I had to deal with a lot of kernel panics and graphics crashes, s…
It's worth noting that High Sierra removes some of the hackiness of an eGPU.
I am waiting until the next-gen enclosures/cards come out which play nicer with the OS for deep learning.
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#95I don't relish saying this but the, "Not Hotdog" app does not cut the mustard in even the most rudimentary of tests:
https://twitter.com/iotmpls/status/879381125541613568/photo/...
Probably only 20% of the world's hot dogs are just a basic hot dog with mustard on it. Once you move past one or two condiments, the domain of hot dogs identification along with fixings gets confusing from a computer vision standpoint.
Pinterest's similar images function is able to identify hotdogs with single condiments fairly well:
https://www.pinterest.com/pin/268175352794006376/visual-sear...
They appear to be using deep CNN's.
https://labs.pinterest.com/assets/paper/visual_search_at_pin...
Having embedded tensorflow for on-site identification is all well and good for immediacy and cost, but if I can't really properly identify whether something is a hotdog vs. a long skinny thing with a mustard squiggle, what good does that do me? What would be the next step up in your mind?
I ask this as someone who is sincerely interested in building low cost, fun, projects.
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#96Earlier quoted context omitted.
Slightly offtopic, but I wonder how hard it was to attach eGPU to MacBook Pro? Is there some official support, or was it just a dirty hack?
Not offtopic at all! Dirty hack for sure. The enclosure I bought was a hack, the drivers were a hack, and there was software on top that was a hack as well. But the developer experience was totally awesome… Almost made the constant graphics crashes worth it. Almost.
Can you provide some more details on your eGPU hack for those of us who might want to try our hands on that as well?
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#97I don't relish saying this but the, "Not Hotdog" app does not cut the mustard in even the most rudimentary of tests: https://twitter.com/iotmpls/status/879381125541613568/photo/... Probably only 20% of the world's hot dogs are just a basic hot dog with mustard on it. Once you move past one or two condiments, the domain of hot dogs identification along with fixings gets confusing from a computer vision standpoint. Pin…
> I don't relish saying this
My condiments to the author, I see what you did there ;)
Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#98Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#99Re: How HBO’s Silicon Valley Built “Not Hotdog” with TensorFlow, Keras and React Native
#100Earlier quoted context omitted.
Not offtopic at all! Dirty hack for sure. The enclosure I bought was a hack, the drivers were a hack, and there was software on top that was a hack as well. But the developer experience was totally awesome… Almost made the constant graphics crashes worth it. Almost.
Can you provide some more details on your eGPU hack for those of us who might want to try our hands on that as well?
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