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GTX

by Jimi Wen, Thomas Noya

Minted
186 / 188
Published
2022-06-10

GAN ⫷glitch⫸ Ting Xu | 幹亭序 <<<

• Generative glitch collage: More than simply a + b + c •

At the apex of Chinese calligraphy, Lantingji Xu, the preface, was written by the most renowned calligrapher in China, Wang Xizhi (王羲之).

During the Spring Purification Ceremony, forty-two literati gathered along the banks of a coursing stream and engaged in a "winding stream" drinking contest: cups of wine were floated on the water upstream, and whenever a cup stopped in front of a guest, they had to compose a poem or otherwise drink the wine. At the end of the day, twenty-six literati composed thirty-seven poems in total and the Lantingji Xu, as a preface to the collection, was produced by Wang on the spot.

In the GTX collection, we create new intricate and expressive relationships between ink, paper, and pixels using Jimi's raw calligraphy work, their GAN offsprings, and Thomas's CHX-like glitch processing, generating unique calligraphy on mint and toasting at the same time.

How it works:

Combining sets of raw layers that range from paintings, calligraphy, and GAN seeds, our algorithm applies an array of image processing magic, creating intricate novel outputs.

We have 102 raw layers separated into four groups. Each final output is formed by mixing and processing four randomly selected layers.

Group 1 contains textures, and it is composed of Jimi's paintings, GAN seeds from mixed custom models, and CLIP Guided Diffusions.

Group 2 contains Jimi's calligraphy work.

Group 3 contains GAN calligraphy seeds from custom models we trained on Jimi's body of work.

Group 4 contains digital grain textures.
Our algorithm starts by selecting one layer from each group, assigning them sizes, opacities, orientations, and other parameters. Then it sets a dithering combination to be applied. We have eight combos formed by combining seven different custom dithering algorithms (3 at a time).

After each dither gets applied to its corresponding layer, images get mixed using different blend modes to help combine them in fun ways. Afterwards, a couple more filters get applied to glue everything together. When all is said and done, final artworks get rendered onto the canvas.

Sit back, open the live view, and enjoy.

Appreciate the art, not the speculation. Pay what you can.

With love, sweat, and tears –drops–
Jimi and Thomas.

Jimi's notes:

I provided the calligraphy representing the extreme spectrum of my expression in brushwork and poetry. I also evaluated the GAN calligraphy outputs, helping Thomas hone the models. During the training process I was horrified and in awe by both the stupidity and sometimes brilliance of the GANs.

Through the layering techniques developed by Thomas, I have also gained new insights into calligraphy, taking it beyond brush, ink and paper. The spectrum of expression in calligraphy gets freed from traditional constraints in GTX. Fx(hash) calligraphy has become brush, code and screen.

Thomas does not read Chinese, but I was happy to let him crop my scrolls into square layers in ways he saw fit with the project's aesthetic. To my surprise, I did not only agree with his visual choices but also noticed how the illiterate crops had many Freudian slips. That is, my poetry made sense fractally. I think this is no coincidence for calligraphers that write their poetry. Calligraphy is more than the sum of beautiful brushstrokes and also greater than the sum of pretty characters. Calligraphy is the composition of space and semantics. Only in turn does meaning takes its place in parts of calligraphy.

Controls:
[s] save as PNG.

Paint / Ink / Photography –> GANs / Diffusions –> p5.js –> Blockchain

Copyright (©) 2022 Thomas Noya and Jimi Wen
Licensed under CC BY-NC-SA 4.0

◉◉ ◉◉

Project information
fxhash project ID
14553
Runtime
fxhash snippet · params: no
Network
Tezos
Token contract
KT1U6EHmNxJTkvaWJ4ThczG4FSDaHC21ssvi
Issuer (mint) contract
KT1BJC12dG17CVvPKJ1VYaNnaT5mzfnUTwXv
Artist addresses
tz1cJQj4x2mijkmYC85tbKFSwisNUFoqy1o9tz1d45wFbpZLqS4SPoMRnEbhLopFt7zBhW3g
Generator URI
ipfs://QmPofCFbYST261PvYRDv7YiUB6yBkvGwyS9XmiMDSc4rFn
Tags
GTXGANCalligraphyGlitchDitherPoetryFree from the shackles of allow listsI like Brooks & Dunn and I cannot lie
View project on objkt ↗

Editions 186

Ownership snapshot 2026-10-07
GTX #1 static token preview

Owner: looksdope.art

Token ID
854838
Minted
2022-06-10
SeedopW3zZYWZxvGo7LLhht4G2GumnbeAGzuCeWX62BGPmRLAAK4Fag
GTX #2 static token preview

Owner: innovadores

Token ID
854934
Minted
2022-06-10
Seedop9H93mofoHKUpEDutBbgMutrwsmbxpxLFuVb9XzWFF6bKyPy72
GTX #3 static token preview

Owner: Jimi Wen

Token ID
855203
Minted
2022-06-10
SeedooujmSgKmLfGmPSA3ggodCLbirsgxZvdGP2LhWY5GWrianfyMBn
GTX #4 static token preview

Owner: Jimi Wen

Token ID
855294
Minted
2022-06-10
SeedopCBGYr5KLkUdt55QUzAjeKUWpAqHHdbvV6B2ic8ResmJRmWtN2
GTX #5 static token preview

Owner: Jimi Wen

Token ID
855432
Minted
2022-06-10
SeedooaDjGBJrGabXNkG36UL4q3domSRbdm5sFy3jZXB5AbpQDmnPTR
GTX #7 static token preview

Owner: Jimi Wen

Token ID
855464
Minted
2022-06-10
SeedopWAJsNvaAfr792LpzxjxE8tzFN5tNWzZaperhjga2EyMwh2UBC
GTX #8 static token preview

Owner: MikeyB

Token ID
855476
Minted
2022-06-10
SeedopEpTSNUjrNfzoRY7kVHtZaWbYxCGYrtrL6wY3n6JUsTE2Fq41q
GTX #9 static token preview

Owner: Jimi Wen

Token ID
855478
Minted
2022-06-10
SeedooYfTPgHtfCw3JMSdnYm2waBCiQqToNA5U6pjmzCSMzfabgS7pN
GTX #10 static token preview

Owner: innovadores

Token ID
855556
Minted
2022-06-10
SeedooNicgx8vdhHm2MBdAmx7sqroQFbu4ox6ExfNa3AQTkLDPfHni8
GTX #11 static token preview

Owner: Jimi Wen

Token ID
855586
Minted
2022-06-10
SeedooVfsrkLq54XZUmVundchmHgjSgNgLZsem445BiRmAZWioVgRKL
GTX #12 static token preview

Owner: Jimi Wen

Token ID
855588
Minted
2022-06-10
Seedop1p3T76WBvs6tqwgmUjC6bqoGuHacpj4hsqodFJYcxk87RUtTy
GTX #13 static token preview

Owner: Jimi Wen

Token ID
855589
Minted
2022-06-10
SeedoojpNActW4ahvqFiY7FdFPJdVB3cwA3EKwGHoXwEbqwNxFSGmKH
GTX #14 static token preview

Owner: TiberiustheTree

Token ID
855590
Minted
2022-06-10
SeedooJ4TGDjhk8Cvt87yhasTWbHK4K8G9195GSqaGkJCDT34zia6Db
GTX #15 static token preview

Owner: Jimi Wen

Token ID
855591
Minted
2022-06-10
Seedoo27PhiFB1yr7rMZExtFd2wd6r3mtnX8WYeoc5W2zAyqUiXnety
GTX #16 static token preview

Owner: Jimi Wen

Token ID
855592
Minted
2022-06-10
SeedongDyTJu9zfK9pJwG6jNJVucf14UvLtSGQmsL1N1PGqLAhBh37z
GTX #17 static token preview

Owner: Jimi Wen

Token ID
855593
Minted
2022-06-10
SeedooMFtRMNo7QCs9gC2q3n7ieYpinfgdZPSpEzoXAo6K1t9QS7asZ
GTX #18 static token preview

Owner: Jimi Wen

Token ID
855594
Minted
2022-06-10
Seedooxkfm5ZH5oQy6Wc9YB2kaMXYW5jweSX3zohiTTgXNyXxM6bpzV
GTX #19 static token preview

Owner: Jimi Wen

Token ID
855595
Minted
2022-06-10
SeedoobzU8DgCb2iMvNQhuwuqSej3U61BBYky5MWBWcyukGUfT6DTSF
GTX #21 static token preview

Owner: Jimi Wen

Token ID
855599
Minted
2022-06-10
SeedoonY7PZsV13s2qZX4ZGmLeRMSaRhmNLUhM4gSjrC6AmabPHWV24
GTX #22 static token preview

Owner: got mint

Token ID
855600
Minted
2022-06-10
SeedopN7prw2CvSY1FiJMQB2WemTELayxhCukVrYYEbVZoFDCuHBoVS
GTX #23 static token preview

Owner: gungun

Token ID
855601
Minted
2022-06-10
SeedonxiKUEeHPrvCtHpbHdQRf2NxH3H8qyQy1MFZV8XxwSQ8dAGNaW
GTX #24 static token preview

Owner: Jimi Wen

Token ID
855603
Minted
2022-06-10
SeedoogkB3w4V12gWTj875Jn8937VXgtG7KchGnHTMPcDySPRfW7S3P

Release

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Mint history

Supply
188
Indexed editions
186
Mint scheduled
2022-06-10T12:00:00.000Z
Primary mints recorded
186
Prices paid at mint
36–188 tez · 186 priced mints

Current mint availability and pricing are shown on fxhash.

Market history

Secondary trades
70
Recorded volume
19060.11 tez / wXTZ
Lowest latest priced sale
9 tez / wXTZ

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Related articles

GTX unfolded

By Jimi Wen

This article presents GTX not through screens or prints. But to take the audience into the process of image composition and the calligraphy respectively, in quais-analog form of reading a book with aid of transparent pages. This can be seen as an partial catalog of GTX a collab between Thomas Noya and me. Hardcopy book design specifically for the view of GTX and was published along with my non-profit zine, Beauty, Love, Truth, 美善真, with an edition size of 200. Extended discussions on the calligraphy and our creation process are concluded in the appendix.

Published
2022-12-10
Minted editions
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E41 - Abstract Art Is Hard To Talk About

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Published
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Minted editions
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The makings of Ryoanji drop

By Jimi Wen

Ryoanji perhaps is one of the most interesting subject that I have thought about for a while. Ryoanji is subject that is the intersection of architecture, zen, composition, performance via chance operations. It encompassed what I have studied and created during fxhash beta, and is the most complete project I have produce to date.

Published
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Minted editions
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Index coverage

Articles mentioning this project or its editions. Last completed index sync: block 15275905 · Wed, 07 Oct 2026 23:06:57 GMT.