Facial recognition database

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hundredpercent

hundredpercent

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The technology exists that any reasonably technologically competent person is able to create a facial recognition database. I've been looking for an interesting CS project to spend a weekend on for a while now.

The idea I've come up with so far is simple: you can upload pictures to there, and you can search the uploaded pictures. But I lack creativity.

What would you make the subject matter? Pornstars? Trannies? Lolcows in general?
 
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一个日志 said:
They already made this, there was some big drama about it, you could upload a girls photo and it scanned pornhub videos for their faces. now imagine doing this but for onlyfans. you could call it OnlyHoes.

and the hoes were indeed mad
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I'm game, just give me an onlyfans DB.

>He says he’s since deleted the project and all its data
pussy
 
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Null said he was going to make a database of Lolcows so you could search someone's face and see if they had a thread.
 
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Toolbox said:
A facial recognition database that could have someone input any trannies picture and it'd automatically determine if they're actually male or female. The reeing would be endless.
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I think someone made a thread in this board where they did exactly that.
 
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Toolbox said:
A facial recognition database that could have someone input any trannies picture and it'd automatically determine if they're actually male or female. The reeing would be endless.
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I tried this, it was actually my first post on here, the problem is that trannies with FFS don't look that different from women. Like, their skull looks 100% identical (because they've shaved off all the bone), their skin looks 100% identical (because of all the hormones), and whatever flaws are left are hidden by makeup+lighting.
cjöcker said:
I think someone made a thread in this board where they did exactly that.
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yeah it was me bro
 
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hundredpercent said:
I tried this, it was actually my first post on here, the problem is that trannies with FFS don't look that different from women. Like, their skull looks 100% identical (because they've shaved off all the bone), their skin looks 100% identical (because of all the hormones), and whatever flaws are left are hidden by makeup+lighting.

yeah it was me bro
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It feels like there'd definitely still be a way. Maybe by including the neck for checking adam's apples into it or something, though technically it wouldn't just be facial recognition anymore.
 
Toolbox said:
It feels like there'd definitely still be a way. Maybe by including the neck for checking adam's apples into it or something, though technically it wouldn't just be facial recognition anymore.
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Yeah, but all the high-grade trannies just get that shaved off. The low-tier trannies you can spot, but you can just spot them by eye.
 
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I like this domain for the onlyfans facial search
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hundredpercent said:
Yeah, but all the high-grade trannies just get that shaved off. The low-tier trannies you can spot, but you can just spot them by eye.
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The fact that there are actually doctors willing to get so close to vital veins just to shave a bit of bone off of someone for aesthetic purposes is terrifying.
 
Lots of ways to clock a tranny.

MTF
  • Wide shoulders
  • Big hands
  • Long fingers
  • Thick knuckles
  • Big heads with small eyes and mouth - less expressive facial features
  • High forehead or bald spots, or hairstyles that hide this
  • Big nose - especially if nose measured from top to bottom is very tall.
  • Brow ridge
  • Narrow hips
  • No ass or extremely muscular ass without jiggle bounce due to differences in fat/muscle marbling in male vs female musculature
  • Thicker muscles
  • Muscular stomach when they have a low body fat %, mini gut when they have a high body fat %
  • Bolt on tits
  • Big feet
  • Usually taller than 5' 6", odds of being a tranny increases with height
  • Big teeth
  • Front tooth gab - sign of very high testosterone as a kid, seen often in black people
  • Bad skin that lasts beyond puberty
  • Misshapen tits - this and the ones below are the obvious tells
  • Male pattern baldness
  • Dick bulge
  • Masculine tattoos
  • Aggressive behavior and verbiage
  • Likes video games - especially solo sperg games and shooters
  • Programmer, IT, or ex military
  • Likes guns
  • Says their trans
  • Extreme left wing politics, with occasional far right politics among those that pass reasonably well
  • Open discussion of sexual fetishes, of which they have a lot
  • Antifa supporter
  • Interested in violating boundaries of other people, especially children, the disabled, and anyone they can convert to their sexual fetishes
  • Attention whoring
  • Mental illness
  • Is jewish
  • Is sex offender
  • Is furry
  • Is brony
  • Interested in animation, anime, and children's cartoons
  • Splays feet when standing
  • Manspreads due to dick and nuts or gaping wound
  • Looks menacing and threatening for a reason you can't describe
FTM
  • Narrow shoulders
  • Small hands
  • Short fingers
  • Knuckles same width as fingers
  • Small heads with big eyes and mouth - more expressive facial features
  • Nose is hit or miss since nose and ears grow with age, but testosterone typically makes them grow bigger. The hole in the skull for the nose is usually smaller in females, so the nose usually takes up less space top to bottom in the face than a mans even if it is just as long or wide as a man's nose
  • Bad skin that lasts beyond puberty
  • Unusually expressive face
  • Very short, usually less than 5' 8", odds of being a tranny increase the shorter they are - this and the ones below are the obvious tells
  • Dresses and acts like a male stereotype such as neckbeard or fuckboy
  • Says they're trans
  • Misshapen male secondary sexual characteristics due to fake muscle implants
  • Obsession with body hair, usually of the disgusting type
  • Small teeth
  • Surgical scars
  • Systemic thinking but focused on relationships and policing outer edges of acceptable social behavior
  • Interested in violating boundaries of other people, especially children, the disabled, and anyone they can convert to their sexual fetishes
  • Attention whoring
  • Mental illness
  • Extreme left wing politics almost exclusively
  • Antifa supporter
  • Victim of child sexual abuse
  • Interested in children's cartoons and relationships of fictional characters
  • Feet point forward and are parallel when standing
  • Either disgusting fat, gymrat body, or concentration camp thin
  • Looks pathetic rather than threatening
/autism
 
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Why not utilize a crawler that parses pages on social networks and extracts images? You upload an image and it tells you the most likely name of the person.
Or, speaking of trannies, I think there are subreddits where they post pics of themselves before/after transitioning. You can then train a neural network to predict how someone looks after/before HRT.
 
Dandelion Eyes said:
Why not utilize a crawler that parses pages on social networks and extracts images? You upload an image and it tells you the most likely name of the person.
Or, speaking of trannies, I think there are subreddits where they post pics of themselves before/after transitioning. You can then train a neural network to predict how someone looks after/before HRT.
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Yeah, but then I'd need a crawler. Easier to let other, more interested people, do the curation of pics.
 
@hundredpercent brought up good points during a conversation on his profile.
I mean half of them aren't about the face, and the other half, well, FFS takes care of that no? Like, how would you identify Contrapoints as a man based on this pic?


  • Big heads with small eyes and mouth - less expressive facial features
    • Not really?
  • High forehead or bald spots, or hairstyles that hide this
    • A little bit, yeah
  • Big nose - especially if nose measured from top to bottom is very tall.
    • Not more than usual?
  • Brow ridge
    • No, the FFS takes care of this
  • Big teeth
    • Not possible to determine
  • Front tooth gab - sign of very high testosterone as a kid, seen often in black people
    • Not possible to determine
  • Male pattern baldness
    • Not visible
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Forehead is very wide/broad

Nose is very tall

Small Mouth

Ears are very tall

Adams apple

Shoulders are wider than twice the size of the head

Eyes are small - seems like men have eyes that aren't as tall but wider than those of women?

Eyes, mouth, and nose are very small amount of facial real estate

Do trannies have a large gap between the top of their lips and the bottom of their noses?

Compare to a picture of a pretty girl with some mild masculine features.

I'm just spitballing here, need some actual analysis to find unalterable male characteristics. A lot of it is "they look off" or have bad facial ratios, but I think some of them will lead towards something useful.

The distance between top of lip and bottom of nose seems like a powerful indicator of something, perhaps to do with hormone exposure in utero. I know that fetal alcohol babies have no philtrum.

I can clock ContraPoints because he has nerdface, he looks like HP Lovecraft who IMO is the ur-example of nerdface. So if you meet a chick with too many nerdface signifiers and she doesn't have definitively female features, then that's a man, baby!

Contrast this with trannies who are hulking ex-Green Berets or something - these will never pass and clocking them is trivial.
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Trannies can shave their jaws, shave muscles, but afaik the only way to change the distance from your mouth to your nose is to pay a surgeon 60k to cut part of the bone out of your mandible and screw the bone back in closer to your nose. Making eyes larger requires cutting off parts off the edge of the orbital socket. These things can't easily be done, so they're probably good things to look for.
 
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Siino said:
@hundredpercent brought up good points during a conversation on his profile.



Trannies can shave their jaws, shave muscles, but afaik the only way to change the distance from your mouth to your nose is to pay a surgeon 60k to cut part of the bone out of your mandible and screw the bone back in closer to your nose. Making eyes larger requires cutting off parts off the edge of the orbital socket. These things can't easily be done, so they're probably good things to look for.
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You can't really do anything about the giant feet. And while some real women will have Peggy Hill feet, that's not super common. Plus I imagine the feet are usually more narrow.

That is some crazy face surgery. Imagine being so mentally ill that you demand a surgeon cut out part of your jaw and use it to screw back your nose a bit.
 
Siino said:
@hundredpercent brought up good points during a conversation on his profile.



Trannies can shave their jaws, shave muscles, but afaik the only way to change the distance from your mouth to your nose is to pay a surgeon 60k to cut part of the bone out of your mandible and screw the bone back in closer to your nose. Making eyes larger requires cutting off parts off the edge of the orbital socket. These things can't easily be done, so they're probably good things to look for.
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I mean, I tried just giving it a set of trannies and a set of ciswomen. Data quality wasn't the best, but I think it was OK. I don't really see where to go from there - where do you get a clean, sorted set of trannies, to begin with?
 
Dysnomia said:
You can't really do anything about the giant feet. And while some real women will have Peggy Hill feet, that's not super common. Plus I imagine the feet are usually more narrow.

That is some crazy face surgery. Imagine being so mentally ill that you demand a surgeon cut out part of your jaw and use it to screw back your nose a bit.
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The surgery I described is usually used to treat a gummy smile. It's not routine outside of certain surgical specialties, but it's been done for decades and it's not excessively risky.

m.youtube.com

ORTHOGNATHIC surgery - All about JAW realignment surgery ©

Orthognathic surgery is a treatment to correct the conditions of the jaws and face due to skeletal disharmony that can cause malocclusion problems, sleep apn...
m.youtube.com m.youtube.com

hundredpercent said:
I mean, I tried just giving it a set of trannies and a set of ciswomen. Data quality wasn't the best, but I think it was OK. I don't really see where to go from there - where do you get a clean, sorted set of trannies, to begin with?
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Look at torrents on the 4chan torrents board and other places. You want tranny porn and onlyfans dumps.

Throw out everything but white trannies,. Black women look very masculine and asian men look very feminine, they pass well for the opposite reasons.

Porn sites are good too if their videos are easy to rip, look at the page source and ctrl + F ".mp4" and ".flv".

If you can write a bot to trawl reddit or the reddit specific imgur boards (haven't used reddit or imgur in 7 years) that may yield fruit. Same for Twitter.

You could make dating profiles with AI generated women looking for a tranny to date, that should earn you quite a few selfies.

If all else fails, write an app for trannies that measures how well they pass, and pad the scores it gives them such that a 5/10 guy will be ranked as 95% likely to be a woman. That will be like catnip to them, and should earn you quite a lot of selfies. From there expand to ranking other body parts based on how feminine they are.

This will be useful for your control set of actual women pictures as it feeds on female insecurity. "Are my hands/feet/eyes/jaw feminine?" would definitely get lots of downloads from anxious women and girls... just go easy on both the actual girls and the trannies, because you don't want to hurt the girls and you want both of them to keep feeding you data.

From there you can do something like Zuckerberg did when he was at Harvard, and do a "Which is hotter?" app for men to rate women, only call it "which is more attractive/feminine?" or something similar. Something for guys to swipe through when they're sitting on a toilet or bored.

You want to automate and crowdsource as much work as possible.

All this assumes you're training it on videos and pics.
 
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