💡 What is DeepText?
DeepText is an
artificial intelligence (AI)algorithm that interprets english language and english grammatical structures and creates outputs based on parameters such as length and topic.The goal of the project is to create an AI that can create poems and stories based on webpages and articles that we specify. The idea is that we can pass the AI information and articles about climate change and have it write stories and poems based on that specific topic.
If you are interested in the project, check out
Projectlink above, or theOverview Videolink to learn more. For more reading about the software that was used to create this project, see here or to learn more about natural language processing, see here
📲 Updates
🎉 Vote for us! - We have submitted the Haiku's to the TeenInk Magazines Haiku Contest, please visit the following link and vote for us! - TeenInk Magazine Submission
📅 Current Status Haiku's generated and published - Current Code Here
We are currently working on getting the existing code base working with TensorflowGPU as we have been gifted a new workstation and servers that, for the mean time, should speed up the rate at which we can test models etc.
🧠 Output of the DeepText Natural Language Generator
Listed below are the outputs from the algorithm, categorized by what data set the AI was trained on. This is updated every time we run a new test. Tests can take multiple hours or days to run. Check back again soon to see more outputs.
🎴 Haiku’s - 29/09/21
Haiku's: Here are the outputs of the AI's predictions on the haiku data set found here on Kaggle, licensed under the CC0 1.0 Public Domain. Below is a compilation of all of the best results from each of the tests.
The whey like a ghost,
frothing heavily as you,
took it in your hand
A theme for the back,
for the sky’s a back’s breaking,
and the wind is calm
Our feeble prowess,
how we fare against their work,
of stress and despair
The play deceiving,
hate masquerading as love.
Is this truly art?
What yet? The wicked
thread, our futures defined.
‘Tis the curse of fate
Wed by the river,
staring gently at the grass,
longing for the past
🧙♂️ Harry Potter Data Set
🧙♂️ Mk 4 Model - 28/05/2021 - Harry Potter AI Written Chapters - Custom Training
Harry Potter Stories: Here are the outputs of the sample Harry Potter Chapters that we had the AI write whilst we worked on the code.
🎬 IMDB Reviews Data Set
The Morgan Freeman Quotes
The previous model has a tendency to write about Morgan Freeman, so here are some of the things DeepText has written about him.
“Morgan Freeman adds a cozy bad with a perfect soundtrack.” - DeepText Mk2
“Morgan Freeman brings snappy and apparently drawn out for Lone of the son.” - DeepText Mk2
“Morgan Freeman rith Norwegians dubb King Vietnam as a converted Hollywood entirely love.” - DeepText Mk2
“Morgan Freeman ed by a Muslim of Americanosever” - DeepText Mk3
✏️ Note: To see more of the output, use the scroll bar at the bottom of each text box.
🐍 Mk 4 Model - 24/05/2021 - Full IMBD Data Set - Custom Training - Short Story
⛔ Warning! The following 14 page, 8600 word short story was written by DeepText using the full IMDB review dataset and therefore could contain some explicit language. Reader discretion advised. See the link below for a copy of the text.
🐍 Mk 3 Model - 21/05/2021 - Full IMBD Data Set - Short Story
⛔ Age Warning! The following 14 page, 8600 word short story was written by DeepText using the full IMDB review dataset and therefore contains some explicit language. Reader discretion advised. See the link below for a copy of the text.
🐍 Mk 3 Model - Pass 1 - 10 Epochs - 20/05/2021 - Full Data Set - Paragraph 1
This movie is a masterpiece.
The best part about it is extremely content of the weirden footage in Allen.
A couple of aliens of life there are one characters, particularly pop 1 episode.
There was so honest limits and is superb in "Furrate." This movie isn't, they probisticz that focus onto the infant way.
Now that I've still read a high; but it was ,that while the element of the engines are far more entertaining.
On to ourselves are getting specifies by Gorgo Costello, George Hilli, and other zoabs for Opie, but in the late 1950's from the USA in The Fligst, Bence made me cry utopping core mempby watched a movie about a great owner (Kutt-MaD/Mahlf) who is it another prejudice to him. The father Ethalist, hidden as Family Portago, who made up of money or travel for Adam of the police.
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This was a film not entertaining to simply back robbery that no one seemed to write every EPCE FIL from THE LIENT CUCKORTY and Lawrench explosions about "Smir personal kidney" and "among" of all the little times and then the second thriller for the film.
You buy Gone that reaches itself.
Almost all of the scenes is the winning and slow-paced film that people live in Herzog's officers to Mark Waysan, starring Marine, his bldest Scherer Holly, I use the vile to be refreshing in more stole, the plot lined focus on a bus such fans and with a special tricker, an incredibly stupid husband and seen in the film; ' lack all movie, "The Seven Utific Beth."
This movie really is.
But I think she has no foregrable album and audiction.
The special effects are effectivingly convincing and exciting. maybe neccerfice with actors up to lack on his use of contradictions but to complete her.
I liked the innocent animation, but in their own way.
A Frank Falk as Zepharca Maskino, Catherine Francis, who finally etc.
The fam so in the underwanted common controle everyday life to it's "The Matrix"/ a South Prise for Carmen and Duelin 'em in the end, there was no real flamboyant environments that are part of the power and anti-Slavesniversal cinema and in exhibital uhind style, I would buy this at all.
I first saw Fate and Januar6 generation.
This 1961 film were left. The antagonists
🐍 Mk 3 Model - Pass 1 - 10 Epochs - 20/05/2021 - Full Data Set - Paragraph 2
Morgan Freeman ed by a Muslim of Americanosever, Darlnne's physional; distrish (despite all the father's killer-have great fear) is pretty dark, but disturbed well though.
The point is with the factor of Liude's best weird age. Pivito Drug (surgeon, intellectually nor) and out of themselves - by Sandy colleage the period pieces of individuals 'Why do the Tinane effer' works as a WWG birds, yet quite effective.
It is great when it showed I could pick this quite important effect, but it's not a special, and the figure is a Rivard and Childhodica's seat.
This film works as a Farncastar conceival idea for Saving the new stars will be on it to work out!
The score is a Great job in "Englaront" and Warner (as "mustfulie") Rubeng_ Donnie Drebs," saw the band Braid decades Mary, blahting and amorating crash and extremely power enriving friendships and feeling the film's bigly slasher.
To thinking of their horse, the job of all men and the kingdom of their asn't alien with the book.
Esterixan princisg Booging Parker(Andie McGargard actually lacks the oldest movie like A Triter which Singan fines the scripts of the story) are necessary and performers as their grounding performance wasn't well saying.
Pard friends usel to go-off all the bright and can be so over the top, Thats growing loister feeling isn't allowing bad horror filmmaking, but the film works too impressive with plains to set, but was one of the movie todays.
"Bettack is far from believibly swift or unnecessary a fan town", but Nicolasse who plays the younger Kane, Talonson Pan.
Charles La Mawluda is better than Certain Bislim, deministed as any other material that lives.
(He's the only woman of "Soviet "dance stars, Gloria Stone in convenience, John McLlane knows To astrey does the similarities, at the time, of course, including Tessany's school(spiral foraget lovers, technicoptoniater, and photography) and the seriously ups; a brother who is amazingly mad afactors is infinitely polite of right--with steel jackass Directer Jarob Lobg), owner in which Sister Union was divided into the role I've seen never read the book.
A must see!! And some people pull anyone? Surety is the satire of Time falls over this...
Watch the US! Don't bother me.
Playing a substantial ordinary peoples straight interwearing had the wildly few other things on this situation about it's nile for being the sequel.
I suggest this film must be great!
This is a "human" it has sticks in a Bond film a
🐍 Mk 3 Model - Pass 1 - 10 Epochs - 20/05/2021 - Full Data Set - Paragraph 3
This movie is horrible.
The worst part about it is olding for a story like a dote of style, every other film completely negative itself.
Great performance, from all of Subtlete's kite sets, and uncondident scenes that spaghetts with dignity and chris to become any exchange for the proficiency.
Gothic Korean stuff was well deserving for every and over-the-top production.
Ms, and Rankon Stanly was a wonderful performance by Michael Curray finally wrong; it's to the point agreaing as the other boys are played out with insight in facial innavance.
There are mones and everything like this constant fear, instead the feelings of the other Columbo holds, the female values under the Hall, talks the heavily lordgrame if however?
The individual stunts are unadorind the culture of characters and worses and movies have to imagine the progress of oursured by initially by chair.
Staching George Perzan decalling shooting for its supporting comication and portrayals from beginning to end.
Not sure he is quitbo in this radger' to through a vacution he sees and how each to bones his beautiful girl and then Marcha farkews his inflection and possibilities to relate it over and overcoming words, with destruction and gosser.
A story twist to the film (a perfect interest) even though she's superb.
The film made me make sure for truth versions, festival until to remains the opening sense of life.
This masterpiece of their own works were not at all kindly for death.
This was the very repitalist in Europe.
This movie does have much, and it's hard to top nicely.
David Serrander playing Lina Gargan accents a trunk to the suspense is indenerfully told by the screenplay and a sleeping backgrounced containing connection between Leilari, in the cinema; the plot insupit little of his filmings.
You may introduce this the top 5 years old.
Long after appreased instead that you don't understand the stories by Studied ventury DVD on this movie.
Bergman for her to him.
My favorite movie you saw the cheete BRIGHIDE OF THIS)!
The movie that deserved this show on the DVD sitting in Esterns... there's a few amazing moments that didn't north and food during `enemy lovin' warning in the storytelling personal performance by German, and it's still getting drugged between a consent that no one did.
This was well written. That's that it's witty, like doubles and an interesting human /batistic, and commerce, emotion.
As it's going to spend the movies among holden once up around the last 30 Nagarity. It was rejected from t
🐍 Mk 2 Model - Pass 4 - 50 Epochs - 14/05/2021
Martin Scorsese Ither.
Hung Ki gelf in this citize render cameos, melancholic, depressing and the concert footage of AWP forces that he part in the novel, this was the offing to ruines for each other ever cramped and secured out.
Then I watched it.An my episodes I was surprised it has a film distugbed back with James Toda duriss the school did fire.
With Kazaffai Natway (brilliant film-maker had is New York).
Ranshih Nilv down awered first few twists and writing.
The final Far Marice's fans are well developing to it at all, as you can really is the fairly chain elderess.
I rented it or not, but I suspect for the always cancelled.
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I get to think it.
There's next five phoness of her nose to work of art than mysterious world: dusign facts (for the wolf the only personal talents) man Stewart Hupono, on his
George Clooney ritten us a disap/fartful in the middle.
Morgan Freeman brings snappy and apparently drawn out for Lone of the son.
A young Korean was less classics of the characters and their perfect airs and the always few of their connects, and acts are holling, and has what he is determined to pick up girls.
The Bedgetto the prime pull off include cabib - the mobiness of detectives who watched the movie experienced by most of the series.
Pitch Billy porter Saye the Alleng Convoct is a gold songeove.
When John Casselle are a very cool,go say, a younger American episode.
The film had died.
The film has no real life was at the beginning of "achie.
GEET sceneral plot will always be funnier for telling her story, depiction of one of the worst time, so now.
I figured a little bit carryprage and ilways, and wither plan to kids that plays one lost introduced bendered presentatively then in 1 thirds, when he develops a ball at the same time being deal.
So, I was
Morgan Freeman rith Norwegians dubb King Vietnam as a converted Hollywood entirely love.
I will never force the story to a mix of watching this ideas.
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After 1994 and highly underrated film-making that face are inspiring through middle of his "Tex", "Evire Girg",
🐍 Mk 2 Model - Pass 3 - 50 Epochs - 14/05/2021
This movie is a masterpiece. The best part about it isically unintentionally with her husband, and Peter only confused for all the game.
When he meets her base between two escal. Now they lead the comedy/silly the ship, convinced he are?
For me the usur monsters short for most part the monsters lave he is captivating, almost young take on.
It was actually dominance for the kids.
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All of this, there's a recovire world.
The story focus movie, which is what the story is finding.
The controversy that exemplifies the DVD, tray so that the discussion between he passes leave short - where the hell depicted into this guy can you know what we you find out?
I still finds improvised since.
I just wonder if Jackie ends's convicted at the end of the movie.
These are the costumes and a
This movie is the worst I've ever seen.
The worst part is simple, crack vengeance.
The film was on Majord, and at the same time in beding the loss of botlon.
He because she is incledible and intrigue but The only the writers I thought it was so looseledgly.
I still very good enjoyed an older recently it to be violent, Johnnis' Stewant in "JITWILE) David Trekhont strong Academy.
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I was able to see it with the company nature, to make them arrives but they are no other movies here happens to him, take on a near for everyone.
Morgan Freeman adds a cozy bad with a perfect soundtrack.
The movie(you get not possibly the story but
Gamers are gamers-the first time that comes for the packy.
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🐍 Mk 2 Model - Pass 2 - 50 Epochs - 14/05/2021
This movie is a masterpiece. The best part about it isical. The second special few getting coming out western discurses. Some of the same time, she just is EV! Woman in Your Chase.
The ending also each other, while not being a good music.
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I always know, it should shink away from beginning, the producers of one night can deliver the next fummile.
It involves the movie expected the images combine to cap is insure throughout and were gorgeous.
Although a very youth to a sculture at the same time ago a film you can see that it wasn't noticed bort.
I think that 1955 joins revenge on the fun, it released Carley's mondy do you into still alive all cars.
The whole worst w
This movie is the worst I've ever seen.
The worst part is also a very underrated film, ever, but then decides to say that there is dressed in had good acting and directed by the American bombing from an evening dream when a film with a detentious musician was including John Gayfe's triok, it was a bit of a puriod video of Terriva!
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It would be a bit surprised by his comedic chemistry with voculs hands.
Not in the game, the best episode of the movie to the case, I've saw director David Crunt (as the destination gave used to appreciate The Beast throwing the original) syanble.
Jimmy conceived because of Safar GarNer's plans for awesome (and everyday is next door Voley Richaes
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🐍 Mk 2 Model - Pass 1 - 50 Epochs - 13/05/2021
This movie is a masterpiece.
The best part about it isness.
You’ve got gory like a first time, as we age in sight.
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However, it was not an opposite to the growending up to death by Bardem to everyone, I guess want to see the brilliant setting and the calls from the beginning of the 1988 re-deep Eusonasion.
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The arting is saddent like the saic of rate for everyone.
Some might ir so many criminals and spectacular, early about policemen, scary is right, as he used to do with a complex performance of a true among through movie, and it is one of those curioss and directed more of the friends end, recently, the lent inte dark historical drama, it is stupid and frustrating, as two star-crossed lovers reject in a Mostloke and at all 99 PAL YOY play: 1.
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This captures the Lupine to do, I absolutely Lond of these or behble, a strong named form Alex (Rebecca Logan), that is the only take opcimes that does high episodes.
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You nave, if you don’t like the director threats a poignant performance as the Three City imagery was killed in our colorful.
The story revolves around Larry King, for $20.
I also knew known sais From what the beautiful, he plays many similarities of the three people. Pigsy (To
🐍 Mk 1 Model - Pass 1 - 10 Epochs - 10/05/2021
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🐍 Mk 0.1 Model - Next Character Predictions - 10/05/2021
Input:
b'ate escapism for those in a land locked, sun deprived state. Many of the actors went on to bigger th'
Next Char Predictions:
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b'reen time. As usual with Frank R. Strayer films, the low budget hurts the film badly, as '
Next Char Predictions:
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b'es. The film is well-acted and genuine, completely believable from beginning to end, unlike most Bol'
Next Char Predictions:
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Input:
b'eam gives us the most comedy. What exactly is the deal with the blond on that team? Is she dating Fl'
Next Char Predictions:
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Input:
b'much true to form, with a few minor changes for Hollywood. In my opinion this is a great family movi'
Next Char Predictions:
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Input:
b' woman like Nimi fall for a comic book writer who regards his marriage as something he can put on ho'
Next Char Predictions:
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Input:
b'e industry as they really are, avoiding a clich[UNK] "Good against Evil". This could be the main differe'
Next Char Predictions:
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Input:
b'tabbed in the eyes with tongs. The other great one was where two surfers stoners are hang'
Next Char Predictions:
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Input:
b'us job! and the song from C[UNK]line Dion at the end fits rally good to the end credits! the music is go'
Next Char Predictions:
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Input:
b'a wonderful supporting role...... 100% AWESOME...and now even "I know Why the Caged Bird Sings."Hey '
Next Char Predictions:
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