Re:AI winter is well on its way
by sanxiyn on Wednesday May 30, 2018 @04:14AM
(#17185984)
> Very few people are doing useful true machine learning, and the applications are very specific with its own set of quirks.
I worked on nudity detector in 2017. Deep learning works, and is useful. Although you are right it's very specific and quirky.
I found "How HBO's Silicon Valley built Not Hotdog" article very interesting, because it's basically the same problem. They found MobileNet better than SqueezeNet and ELU better than ReLU. You know what? We found SqueezeNet better than MobileNet and ReLU better than ELU for our problem and data. Who know why.
I worked on nudity detector in 2017. Deep learning works, and is useful. Although you are right it's very specific and quirky.
I found "How HBO's Silicon Valley built Not Hotdog" article very interesting, because it's basically the same problem. They found MobileNet better than SqueezeNet and ELU better than ReLU. You know what? We found SqueezeNet better than MobileNet and ReLU better than ELU for our problem and data. Who know why.
https://medium.com/@timanglade/how-hbos-silicon-valley-built...