I need a dataset and tags for hair, face, neck, arms, left breast, right breast,...

sillysaurusx · on June 10, 2020

At the moment, the only experiments with enough data to be useful are e621-portraits (5,407 tags https://www.tagpls.com/exp?n=e621-portraits) and danbooru-e (344 tags https://www.tagpls.com/exp?n=danbooru2019-e) both of which are NSFW.

Those are also drawings/anime, not photos. We have an /r/pics experiment (SFW, 99 tags https://www.tagpls.com/exp?n=r-pics) and /r/gonewild (NSFW, 57 tags https://www.tagpls.com/exp?n=r-gonewild) but currently I haven't gathered enough urls to be very useful -- it only scrapes about 100 or so images every half hour. So there is a lack of tags right now on human photos. We also have a pps experiment (NSFW, exactly what you think it is, 306 tags https://www.tagpls.com/exp?n=pps) but I assume that's not quite what you were looking for.

If you have an idea for a dataset, you can create a list of image URLs like https://battle.shawwn.com/r/pics.txt and we can add them to the site. You can request an addition by joining our ML discord (https://discordapp.com/invite/x52Xz3y) and posting in the #tagging channel.

Also, if anyone's curious, here's how I'm measuring the tag count:

  $ curl -fsSL https://experiments-573d7.firebaseio.com/results/danbooru2019-e/.json | jq '.' | grep points | wc -l
       344
  $ curl -fsSL https://experiments-573d7.firebaseio.com/results/e621-portraits/.json | jq '.' | grep points | wc -l
      5407
  $ curl -fsSL https://experiments-573d7.firebaseio.com/results/r-gonewild/.json | jq '.' | grep points | wc -l
        57
  $ curl -fsSL https://experiments-573d7.firebaseio.com/results/r-pics/.json | jq '.' | grep points | wc -l
        99
  $ curl -fsSL https://experiments-573d7.firebaseio.com/results/pps/.json | jq '.' | grep points | wc -l
       306

Der_Einzige · on June 10, 2020

I love that it's porn (and specifically furry/hentai) which pushes the limits of image recognition and creativity within computer vision. Between this and the de-censoring tool "DeepCreamPy" I can't look most data scientists in the face anymore .

jcun4128 · on June 11, 2020

that's a great name, turning jagged edges back to smooth and applying reverse Gaussian blur /s

on a serious note, kind of interesting the authenticity/accuracy if it's just filled in... eg. turning black and white pictures back to color eg. was it actually green or blue

knicholes · on June 10, 2020

Yeah, I mean, the tagging is awesome, but I'm thinking I'll need more image segmentation than object recognition. With a segmentation map, I can make a great image->image translator.

jcun4128 · on June 11, 2020

This is really cool, thanks for sharing

jcun4128 · on June 11, 2020

> I don't want nipples in the middle of a face

There is a market somewhere