What does Veeky Forums know about machine learning?

What does Veeky Forums know about machine learning?

Pic related

Clear

It's long and hard....no joke.

Help a brainlet out, what the fuck is your pic?
Just a printscreen from a folder on your phone?

...

No these are photos I'm taking in real time and occasionally reposting

The gallery type photos are a screenshot of the iOS photos app

This is basically accurate tbqh

Help me Veeky Forums. Been trying to make a neural network that draws bounding boxes around genitalia in hentai. I trained a Faster-RCNN-ResNet neural network on 7,683 annotated images, but the results are shit. There are too many false positives (pic related). Furthermore, when there are correct detections on say a vagina, there will be three or so bounding boxes clustered onto of that vagina when I only need one. Plus, the neural network strangely thinks 2 nipples rubbing against each other are genitalia.

Is it a
1. Not enough data problem?
2. How I annotated the data problem? To keep things simple, there was only one label to cover dicks, vaginas, and anuses. I also grouped genitalia together if they belonged to the same person (e.g. if a woman's vagina and anus were visible together, then they went in the same bounding box) or if they were connected (e.g. vagina and dick in the vagina went in the same bounding box).
3. Something else?

For now, I'm thinking about scaling the project back and focusing on dicks only.

You aren't properly normalizing the inputs

>Been trying to make a neural network that draws bounding boxes around genitalia in hentai
...for what purpose?

Fuck me
Eventually build a neural network that decensors hentai

kek, that's brilliant

you're doing god's work, user

this is exactly what neural networks are meant to do.

t. virgin CS

t. salty nip porn bureaucrat

You realize how many more orders of magnitude difficult that goal is than what you're struggling with now? One thing at a time

Don't listen to him! He plans to censor hentai instead! Why would he be teaching the network to detect genitalia instead of detecting censor bars, if that was his true purpose?

you have a keen eye.
my true purpose has been revealed!
You may not help me out today, but I will not rest!
maybe I will rephrase my question and post it in an other thread some other day.
eventually someone will answer my question and then the world will be DOOMED

nice pic, I had only the first one

Torture in 2017.

You never finish making a model... You reach a point, explain a phenomenon... Then realize you need to tweak something...
> revaluation of the model
> sensitivity analysis
> run insilico experiments
> Make sense of findings...
> Remind yourself... To never tweak the model... But maybe just one last time, because you think the results might be an artifacts of the model.
> Repeat process
> Realize machine learning isn't a threat to humanity, only if your job can be automated. i. e You don't need to interpret the final product.

Umm, maybe use... This over simplified idea.

>ID person
>ID Skin tone
> ID Shadow
> ID increasing body complexity. Large to small.
> Genitalia complex.

Practice identifying easier body parts, before you reach the meat.