zenith - Network

Also, to help support run the website, I would greatly appreciate ko-fi tips :)https://ko-fi.com/zenithoo

Also, to help support run the website, I would greatly appreciate ko-fi tips :)

https://ko-fi.com/zenithoo

If you would like to try it out, I have spent some time working on a website for you to use. It is what you see in the screenshots...

If you would like to try it out, I have spent some time working on a website for you to use. It is what you see in the screenshots above.

Here is the link!:
https://pawgge.rs/

questionable contentIt has a total of 228 possible tags, all based off of e621's tagging scheme. It's categories are Rating,...

questionable content

It has a total of 228 possible tags, all based off of e621's tagging scheme. It's categories are Rating, Species, and General tags.

It is also capable of tagging things like gender identity, body parts, clothing, and actions taking place within the image!

Hey everyone! I got a new project to share. I made a tool that can tag furry artwork! Show me below the results you get! :3

Hey everyone! I got a new project to share. I made a tool that can tag furry artwork!

Show me below the results you get! :3

NSFW art exampleHere is a reference for it labeling mature artwork. It is definitely not perfect, but this is a great start. Now, it's...

NSFW art example

Here is a reference for it labeling mature artwork. It is definitely not perfect, but this is a great start. Now, it's time to increase performance and scale up 👀👀👀

Here is the architecture of the model. I start with a pre-trained CNN classifier as the base model, and then have multiple prediction heads...

Here is the architecture of the model. I start with a pre-trained CNN classifier as the base model, and then have multiple prediction heads for each category.

Every parameter is finetuned during training, meaning that the final output layer of the CNN model (the KerasLayer with an output of 1000) serves as a feature vector specifically for furry artwork.

Each prediction head also has a small fully connected Dense layer for category specific labels.

I did a thing! :DCurrently working on a model to label furry artwork, based off the e621 tagging system. It labels 6 different categories:...

I did a thing! :D

Currently working on a model to label furry artwork, based off the e621 tagging system. It labels 6 different categories: Identity, Species, Body, Clothing, Action, and Rating.

These results are after only one epoch of training on my dataset and was the preliminary test run to see if this would even work. It does 👀👀👀

Help! I've been picked up by the evil red bunny >:(🐇: @nican

Help! I've been picked up by the evil red bunny >:(

🐇: @nican

Gonna be furry trash at my ML presentation today :D

Gonna be furry trash at my ML presentation today :D

Skebedi boo baa bedee boo bap dee doo daa eebi doo baa

Skebedi boo baa bedee boo bap dee doo daa eebi doo baa

*Twitter breaks**Bsky at record usage*Mastodon: And where did that bring you? Back to me.

*Twitter breaks*

*Bsky at record usage*

Mastodon: And where did that bring you? Back to me.

Panda knows what you’ve done

Panda knows what you’ve done

I had two completely different elevator experiences yesterday while holding my fursuit head.My apartment’s elevator: *piss drunk students...

I had two completely different elevator experiences yesterday while holding my fursuit head.

My apartment’s elevator: *piss drunk students trying to hold back laughter from seeing a furry*

My friend’s apartment’s elevator: “YOOO IS THAT A FURRY MASK??? LEMME TRY IT ON”

Was funny to see the opposite ends of the spectrum XD

*ahem*…red pandas

*ahem*…

red pandas

e621 tag visualizationAlso, if you would like to look at the graph yourself, here's a zoomable link to view it...

e621 tag visualization

Also, if you would like to look at the graph yourself, here's a zoomable link to view it :D

https://srv2.zoomable.ca/viewer.php?i=img3e7c5e07940ad6e7_graph

e621 tag visualizationI've been working on a visualization for tag relationships on e621! This one in particular shows how general and...

e621 tag visualization

I've been working on a visualization for tag relationships on e621! This one in particular shows how general and species tags all relate to one another.

Here's a video explaining it and how the connections and colors work:

The project I just finished for my AI class I think just helped me figure out how to do a species detection model…Statistics is wild :O

The project I just finished for my AI class I think just helped me figure out how to do a species detection model…

Statistics is wild :O

Panda

Panda

I need a place where I can see what my friends are up to, but not have the vitriol of Twitter... hey wait a minute :o

I need a place where I can see what my friends are up to, but not have the vitriol of Twitter... hey wait a minute :o

I left toast in the toaster all day, whoops

I left toast in the toaster all day, whoops