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Ha didn't expect this to end up here. If anyone is interested, I'm working on a blogpost explaining how we built the app in detail… It uses embedded TensorFlow on device (better availability, better speed, better privacy, $0 cost), with a custom neural net inspired by last month's MobileNets paper, built & trained with Keras. It was loads of fun to build :)
Is there a reason you didn't release on Android? The app was even demoed on a Pixel.
Ha didn't expect this to end up here. If anyone is interested, I'm working on a blogpost explaining how we built the app in detail… It uses embedded TensorFlow on device (better availability, better speed, better privacy, $0 cost), with a custom neural net inspired by last month's MobileNets paper, built & trained with Keras. It was loads of fun to build :)
How large is the training set / how did you get a sufficient amount of hot dog pics for a custom model, especially since you did not have a class of naive Stanford CS students at your disposal?
US only, welcome to the "global system of interconnected computer networks". Hope Richard's P2P-internet will work better :)
Earlier quoted context omitted.
How large is the training set / how did you get a sufficient amount of hot dog pics for a custom model, especially since you did not have a class of naive Stanford CS students at your disposal?
About 150k total images, 3k of which were hotdogs. The results are far from perfect (there's ton of subtle — or hilarious — ways to trick the app) but it was better than using a pre-trained model or doing transfer learning, accuracy-wise (honestly it was even better than using Cloud APIs). As for the difficulty in preparing the training set, I'll just say I definitely empathize with Dinesh and Jian Yang’s feelings in…
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If not, I'm curious what the legal ramifications are of doing business as a corporation that does not exist.
Earlier quoted context omitted.
Is there a reason you didn't release on Android? The app was even demoed on a Pixel.
It was written in Objective C?
Ha didn't expect this to end up here. If anyone is interested, I'm working on a blogpost explaining how we built the app in detail… It uses embedded TensorFlow on device (better availability, better speed, better privacy, $0 cost), with a custom neural net inspired by last month's MobileNets paper, built & trained with Keras. It was loads of fun to build :)
How does one get this job? This sounds ridiculously fun.
Hm, is this an officially licensed HBO marketing stunt? Or does SeeFood Technologies Inc. actually exist as a corporation? If not, I'm curious what the legal ramifications are of doing business as a corporation that does not exist.
Generally, the legal ramifications are a requirement to register the name and pay a small fee. In Santa Clara it costs $40 to register a fictitious business name with the county and the registration is good for five years: https://www.sccgov.org/sites/rec/Fictitious%20Business%20Nam...
It's really not a big deal.
Hm, is this an officially licensed HBO marketing stunt? Or does SeeFood Technologies Inc. actually exist as a corporation? If not, I'm curious what the legal ramifications are of doing business as a corporation that does not exist.