Model Zoo

[ebenolson]

No description provided.

[dnouri]

Very cool. Though would it make sense to turn this into a package maybe rather than a bunch of Python files?

[ebenolson]

Possibly.. then we could add some shared code to automatically grab the weight files which would be nice.

I suppose the whole repo could be a package, then people could do something like

import recipes
net = recipes.modelzoo.googlenet.build_model()

That would also make utils more accessible.

If you feel like coming up with an improved organization, feel free to make a PR, I've been focused on just getting some stuff up there.

[benanne]

This is really awesome!

I like the idea of turning recipes into a package. We should definitely look into that.

[f0k]

Whatever comes out of that, I would prefer to replace modelzoo with something fitting Lasagne/Recipes :)

[benanne]

Any suggestions?

[f0k]

#8 (comment)!

takeaway, precooked, deepfrozen (did you notice it has "deep" in it? :D)

[benanne]

Haha, I think I like takeaway best, as a metaphor :)

[f0k]

I also like the metaphor of deepfrozen -- it's a premade multi-layered dish, everything is fixed, and can be defrosted whenever you need it. (And did you notice it has "deep" in it? Can't stress that enough ;) .)

[benanne]

okay, okay, deepfrozen is fine as well :)

[benanne]

I guess this one is also worth adding! https://github.com/google/inception

[ebenolson]

what's the difference between that and the caffe googlenet model?

[benanne]

Good question :) I guess a comparison would be interesting! The main thing is that it comes from Google itself, it's always nice to have the original rather than a reproduction (which may potentially differ from the original).