Show HN: I built an AI that recognizes food
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Re: Show HN: I built an AI that recognizes food
#2Built using those newfangled convolutional neural network things. Trained caffe on a set of about a million food related images. Can't believe how accurate the classifier is...
UI needs work. Would love feedback on how to make food logging more intuitive.
Re: Show HN: I built an AI that recognizes food
#3How does it measure the glucose content of that sauce?
Re: Show HN: I built an AI that recognizes food
#4Built using those newfangled convolutional neural network things. Trained caffe on a set of about a million food related images. Can't believe how accurate the classifier is... UI needs work. Would love feedback on how to make food logging more intuitive.
Any info on the network itself (number of layers, input resolution, pooling, dropout etc)?
Re: Show HN: I built an AI that recognizes food
#5Built using those newfangled convolutional neural network things. Trained caffe on a set of about a million food related images. Can't believe how accurate the classifier is... UI needs work. Would love feedback on how to make food logging more intuitive.
why caffe ? why not something like h2o or tensorflow ? just curious.
Re: Show HN: I built an AI that recognizes food
#6How does it measure the glucose content of that sauce?
Probably gets it from FatSecret?
Re: Show HN: I built an AI that recognizes food
#7Re: Show HN: I built an AI that recognizes food
#8Built using those newfangled convolutional neural network things. Trained caffe on a set of about a million food related images. Can't believe how accurate the classifier is... UI needs work. Would love feedback on how to make food logging more intuitive.
Any info on the network itself (number of layers, input resolution, pooling, dropout etc)?
Stock Cafenet, trained from scratch.
Re: Show HN: I built an AI that recognizes food
#9Built using those newfangled convolutional neural network things. Trained caffe on a set of about a million food related images. Can't believe how accurate the classifier is... UI needs work. Would love feedback on how to make food logging more intuitive.
why caffe ? why not something like h2o or tensorflow ? just curious.
because Im a newb. Looking forward to expand my repitoire!
Re: Show HN: I built an AI that recognizes food
#10Something like this would be a fantastic addition to MyFitnessPal.
I find myself sometimes not logging food on that app because I couldn't be bothered to search for it.
On the other hand if the product has a barcode I always scan it in because that is convenient.