Show HN: Semantic Image Segmentation Live Demo

robots.ox.ac.uk

65 points·refrigerator··13 comments

Surprisingly good :)

http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

screenshot: http://i.imgur.com/tMEgRXt.png?1

Truly impressive!

Better than expected! http://i.imgur.com/zsNXxzx.jpg

It appears you're one of the few that had the foresight to take a screenshot of the results instead of direct linking to the already-hammered dynamic link that appears to have no caching..

For those posting sample results: take a screenshot, don't post a link to the original site.

The first thing I tried to do was find the edge cases for this. Impressively a sofa bike with people on it was mostly identified!

http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

It did ok with a leopard print sofa :) http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

But not so good with this chair: http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

> leopard print sofa

You mean that sofa-shaped leopard?

What impressed me was being able to distinguish a horse from a cow in rodeo shots and for a bonus extract the human, too. The neural net sometimes balks when the furry quadrupeds overlap but is otherwise eerily accurate.

Really impressive:

http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

http://i.imgur.com/fDA32Fz.jpg

http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

Amazing!

http://www.robots.ox.ac.uk/~szheng/crfasrnndemo/classify_url...

This is really cool!

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