меньше чем три <3 – Telegram
меньше чем три <3
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Less than three <3
Safe space for lain pfps, femcels, SciADV fans, pilk drinkers, GregTech enjoyers and other cool internet people.

Wiki: https://wiki.lt3.moe
Glasses channel: @lt3_glasses

Also this channel is 18+ cause I post porn from time to time.
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What comes up to your mind when you think about me? What do you associate me with? Is it some meme, music, a game or perhaps anime?

An hour ago I had an awesome idea: what if I stitch a bunch of images I vibe with into a collage? For this purpose I need your help. I spend so much time online that I have trouble remembering everything that ever affected me. Please share in the comments (or in dms with @lt3_liz if ur shy) a few examples of me-things. It may be pics or even just names, I will really appreciate your input!

I will probably post the results in a day or two.
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I would really like to build a tool to make such kind of channel summaries automatically, but I am not sure about the selection criteria yet. Maybe image embeddings paired with a clustering algorithm could work.
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hooly shit
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меньше чем три <3
hooly shit
My CPU can crunch through all of these images and compute embeddings in 4 minutes
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test1.jpg
2 MB
my early result - k-means of embeddings with n_clusters=32
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меньше чем три <3
test1.jpg
This thing still needs a lot of tuning tho
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test3.jpg
2.1 MB
fixed normalization, should work a bit better now
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test4.jpg
2 MB
agglomerative, complete linkage, n=32

This one seems to be much more diverse
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Plumpy robot (full pic in comments)
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I would kiss your tummy if we were dating
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меньше чем три <3
test4.jpg
I think picking the most popular post in each cluster could lead to even better results. Gotta test that some time.
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