Neural Net Guesses Images depicting two examples from the Twitter account failing to identify the pictures properly.

Neural Net Guesses Images

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Updated Jan 26, 2022 at 12:02PM EST by Zach.

Added Jan 26, 2022 at 09:01AM EST by Philipp.

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About

Neural Net Guesses Images is a Twitter gimmick account that posts results of image predictions made by a neural net, with source images being memes. Launched in September 2021, the account achieved major prominence on Twitter, with many of its tweets going viral.

History

In June 2021, computer engineer @MKVRiscy created gimmick account Neural Net Guesses Memes (@ResNeXTGuesser).[1] The account, running on NNTwitterBot on GitHub,[2] collects images (memes) submitted by Twitter users, analyzes them via means of a neural net and subsequently posts results on Twitter, sharing the top image prediction generated by the neural net.

The account remained inactive until September 24th, 2021, when it made its first post,[3] an image prediction of an Eminem Throwing Things meme (shown below, left).


neural net guesses memes ... @ResNeXtGuesser Image prediction: trench coat Certainty: 22.85% 2:00 PM - Sep 24, 2021 · ImageGuesserBot

The account first started gaining recognition on Twitter[4][5] in early October 2021 after two of its image predictions, one based on a photograph of a car filled with bananas and the other on a science diagram that looks like shitpost gained 1,100 retweets and 4,300 likes and 3,400 retweets and 19,300 likes, respectively (shown below, left and right).


neural net guesses memes @ResNeXtGuesser Image prediction: banana Confidence: 99.99% Translate Tweet 4:00 PM · Oct 6, 2021 · ImageGuesserBot neural net guesses memes @ResNeXtGuesser Image prediction: harmonica Confidence: 41.26% the on (see n the r the luid then iep Support the cat's body Continue wit resuscitation the cat starts to rd on its own. Ar method invol simultaner cat's the ins lace st and . This lungs, , be esh 4:00 PM - Oct 10, 2021 - ImageGuesserBot

Starting in mid-October 2021, multiple tweets posted by the account went viral on Twitter, with some examples gaining over 10,000 retweets. For example, a November 1st, 2021, post[6] in which a photograph of a cheeseburger with a comical number of slices of cheese was incorrectly interpreted as a "pineapple" gained over 16,500 retweets and 160,900 likes in three months (shown below, left). A November 25th, 2021, post[7] incorrectly recognizing a fridge filled with eggs as "ping-pong ball" with 100 percent certainty received over 21,400 retweets and 219,800 likes in two months (shown below, right).


neural net guesses memes ... @ResNeXtGuesser Image prediction: pineapple Confidence: 99.3% 8:30 PM - Nov 1, 2021 · ImageGuesserBot neural net guesses memes ... @ResNeXtGuesser Image prediction: ping-pong ball Confidence: 100.0% 2:00 PM - Nov 25, 2021 - ImageGuesserBot

Features

The gimmick account runs on the NN Twitter Bot hosted on GitHub.[2] On December 20th, 2021, an update to the bot was introduced so that challenging submissions that were often recognized by the net as "comic book" and "book jacket" would receive an additional prediction, later changed to two additional predictions.[8][9]

Highlights

The gimmick account itself has been a subject of memes created both by its followers and the creator of the bot (examples shown below).


NEURAL NETWORKGUESSES HEY MEMES TWITTER BOT THE FUNNY CLASSIFICATION YOU FORGOT TO PUT THIS ON YOUR IMAGE PREDICTION Neural net guesses memes comic looking at on the table the book When the net is neural!!! and guesses memes

Following

As of January 26th, 2022, Neural Net Guesses Memes had over 430,000 followers on Twitter.

Various Examples


neural net guesses memes @ResNeXtGuesser E3 Image prediction: skunk Confidence: 99.52% Submission by @waffluffe 4:30 PM · Nov 1, 2021 · ImageGuesserBot neural net guesses memes ... @ResNeXtGuesser Image prediction: torch Confidence: 29.19% 8:30 PM - Oct 19, 2021 · ImageGuesserBot neural net guesses memes @ResNeXtGuesser Image prediction: toyshop Confidence: 66.49% 9:59 PM - Sep 27, 2021 · ImageGuesserBot
neural net guesses memes ... @ResNeXtGuesser Image prediction: mouse Confidence: 60.41% Submission by @diablosauce87 11:00 PM - Dec 20, 2021 - ImageGuesserBot neural net guesses memes ... @ResNeXtGuesser Image prediction: hamster Confidence: 24.14% Submission by @LinUwUxCat 11:00 PM · Oct 11, 2021 · ImageGuesserBot

Search Interest

External References

[1] Twitter – @ResNeXtGuesser

[2] GitHub – NN Twitter Bot

[3] Twitter – @ResNeXtGuesser

[4] Twitter – @ResNeXtGuesser

[5] Twitter – @ResNeXtGuesser

[6] Twitter – @ResNeXtGuesser

[7] Twitter – @ResNeXtGuesser

[8] Twitter – @ResNeXtGuesser

[9] Twitter – @ResNeXtGuesser

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Recent Images 32 total



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