AI Weirdness: the strange side of machine learning

Tag: recipes

Total 33 Posts
The neural network is more of a foodie than you are.

The neural network is more of a foodie than you are.

I’m training a neural network to generate recipes [http://lewisandquark.tumblr.com/post/140219420017/the-silicon-gourmet-training-a-neural-network-to] based on a database of about 30,000 examples, using the open-source char-rnn [http://t.umblr.com/redirect?z=https%3A%2F%2Fgithub.com%2Fkarpathy%2Fchar-rnn&t=MjEyMTcxNjk0MWYyZGNmZGRkMjFjNDc3YWM2MjMyMDAwMTY1OTAxNixzVTRKT1VLRw%3D%3D&b=t%
(Untitled)

(Untitled)

Neural Network Cookbook- Now Illustrated! [ https://href.li/?http://cheeseblarg.blogspot.com/2017/04/neural-network-cookbook-now-illustrated.html]
The neural network designs a cocktail of some sort

The neural network designs a cocktail of some sort

I’m training a neural network to generate recipes [http://lewisandquark.tumblr.com/post/140219420017/the-silicon-gourmet-training-a-neural-network-to] based on a database of about 30,000 examples, using the open-source char-rnn [https://github.com/karpathy/char-rnn] framework. I don’t remember there being alcoholic drinks in the original database, but apparently there

In Which the neural network gets bored halfway through making cookies

I’ve been training a neural network (based on this open-source neural network framework from Andrej Karpathy [http://t.umblr.com/redirect?z=https%3A%2F%2Fgithub.com%2Fkarpathy%2Fchar-rnn&t=NDVkOGIwZmQ4NzM1ZjIxMTcwOGFhN2RjZjBlZjYyMjgzN2M5MzJmYyx2Q0pORUpRbQ%3D%3D&b=t%3AIinBpZOgiMHH_bphj7hrOQ&p=http%3A%2F%2Flewisandquark.tumblr.com%2Fpost%2F159062141927%
Delicious recipe titles generated by neural network

Delicious recipe titles generated by neural network

I’ve been training a neural network (based on this open-source neural network framework from Andrej Karpathy [http://t.umblr.com/redirect?z=https%3A%2F%2Fgithub.com%2Fkarpathy%2Fchar-rnn&t=NDVkOGIwZmQ4NzM1ZjIxMTcwOGFhN2RjZjBlZjYyMjgzN2M5MzJmYyx2Q0pORUpRbQ%3D%3D&b=t%3AIinBpZOgiMHH_bphj7hrOQ&p=http%3A%2F%2Flewisandquark.tumblr.com%2Fpost%2F159062141927%
Cthulhu in the Kitchen

Cthulhu in the Kitchen

In a previous experiment [http://lewisandquark.tumblr.com/post/141313469232/cooking-with-cthulhu], I let a neural network trained on the complete works of H. P. Lovecraft finish phrases from cookbook recipes. Now, I tried it the other way around, in which I gave phrases from Lovecraftian horror to an innocent neural
Cooking with Cthulhu

Cooking with Cthulhu

Here’s what you get when you give incomplete cookbook recipes to a neural network trained on the complete works of H. P. Lovecraft: > Bake at 350 degrees for 30 to 32 minutes. Test corners to see if done, as center will seem like the next horror of Second
The neural network doesn’t understand proper nouns.

The neural network doesn’t understand proper nouns.

As the neural network begins to get better at generating cookbook recipes [http://lewisandquark.tumblr.com/post/140219420017/the-silicon-gourmet-training-a-neural-network-to] , it continues to have trouble with recipe sources - short and highly varied, they’re a challenge for an algorithm that learns by repetition. Still, it does its best: Source: Carrots
Disturbingly vague ingredients generated by neural network

Disturbingly vague ingredients generated by neural network

This neural network, a learning algorithm trained on 30MB of cookbook recipes [http://lewisandquark.tumblr.com/post/140219420017/the-silicon-gourmet-training-a-neural-network-to] , generates new recipes based on probabilities. The resulting ingredients, while their words are individually probable, can end up disturbingly vague. “Yeah… I’m pretty sure this recipe’s gonna contain some…
The neural network invents fancy new ingredients

The neural network invents fancy new ingredients

I’m training a neural network to generate recipes [http://lewisandquark.tumblr.com/post/140219420017/the-silicon-gourmet-training-a-neural-network-to] based on a database of about 30,000 examples, and although it sometimes comes up with ingredients that sound like a bad idea, sometimes it invents some that you could plausibly ask for at
You've successfully subscribed to AI Weirdness
Great! Next, complete checkout for full access to AI Weirdness
Welcome back! You've successfully signed in.
Unable to sign you in. Please try again.
Success! Your account is fully activated, you now have access to all content.
Error! Stripe checkout failed.
Success! Your billing info is updated.
Error! Billing info update failed.