Examples - dcsan/text2imageComp GitHub Wiki

Text2Image comparison

Comparing different TextToImage generators across a range of properties and capabilities.

Models tested

Concepts

How well does the bot create images to capture abstract concepts?

The definition of beauty

bot image
midjourney
simulacra
ldif

Faces

A high resolution photo of a girl putting make up on in the mirror looking at herself

bot image
midjourney
simulacra

A color paparazzi photo of Mick Jagger eating a hamburger national inquirer cover

bot image
midjourney
simulacra

a realistic beautiful woman, night time, wavy hairstyle, white hair, character concept art, created by Ross Tran, intricate accurate details, artstation trending, octane render, cinematic color grading, muted colors, soft light, cinematic, 8K

bot image
midjourney
simulacra

Scenes

rainy tokyo street scene at night lots of neon lights reflections high resolution photo

bot image
midjourney
simulacra
ldif
min-dalle

Time travelers

bot image
midjourney
simulacra
ldif

Two ships passing in the night

bot image
midjourney
simulacra
ldif

Unicorns and rainbows for everyone

bot image
midjourney
simulacra

establishing shot: the criminal's lair, laid deep in the mountains, shot from above from a helicopter. bats are flying out of the windows. dark and foggy background. dusky sky approaching sunset

bot image
midjourney
simulacra

Interpolation

Extending concepts to the fantastical

Madmax Kermit

a still of Kermit the Frog in Mad Max Fury Road

bot image
dalle-2
simulacra
midjourney
LMD1.6
LDiff

Madmax Muppets

Muppets in Mad Max

bot image
dalle-2
simulacra
midjourney
LMD1.6

Octopus Climber

A huge octopus climbing up the Empire State building

bot image
midjourney
simulacra

Octopus Skater

an octopus riding a skateboard

bot image
midjourney
simulacra
LMD 1.6

Panda Bicycle

photograph of a panda riding a bicycle

bot image
midjourney
simulacra

image 5 expanded to:

Painting of a Panda riding a bicycle realistic detailed digital art by Maxwell Boas Jessica Rossier Christian Dimitrov Anton Fadeev trending on Artstation CGSociety rendered in Unreal Engine 4k HQ

Ghostbusters inside a glass jar, insanely detailed, epic lighting, cinematic composition, hyperrealistic, 8k render

bot image
midjourney
simulacra

a new type of fish discovered in the deepest darkest sea, neon lighting vivid saturated palette

bot image
midjourney
simulacra

Storytelling

For sale baby shoes, never worn

bot image
midjourney
simulacra

It was a dark and stormy night

bot image
midjourney
simulacra

a paparazzi photograph of Jesus going into a nightclub. Flash photography, blurred people

bot image
midjourney
simulacra

Objects

an invention for keeping everyone happy

bot image
midjourney
simulacra

Emotion

how a panic attack feels

bot image
midjourney
simulacra

calm, psychedelic

calm, psychedelic

bot image
midjourney
simulacra

Illustrative

The court jester cyberpunk playing card illustration

bot image
midjourney
simulacra

Style Transfer

noah's ark painting by picasso

bot image
midjourney
simulacra

noah's ark painting by Jack Kirby

bot image
midjourney
simulacra

Cubist Art, create a painting or sculpture that is abstract and geometric in style. The work should be composed of basic shapes and have aflat, two-dimensional appearance. The colors should be bold and primary colors.

bot image
midjourney
simulacra

Complex sentences

Mixing multiple subjects in a sentence can confuse the bot. One item can overpower another eg

  • Empire State and Octopus - Empire State is more important than Octopus, perhaps as it has more references (like a TFIDF filter on BoW)
  • Octopus and Building - a more fair match

potentially you can also change the focus of the sentence by adding more adjectives or emphasizing the subject?

Close up photograph of adjective adjective vs doing to

This can then be embellished into a full prompt

Rare photo of horror scene: An octopus sits on the side of a skyscraper, atmosphere of death by dragan bibin hans thoma greg rutkowski Alexandros Pyromallis Nekro chet zar michael hussar, detailed

bot image prompt
midjourney A huge octopus climbing up the outside of the Empire State building
midjourney Close up photograph of a huge scary Octopus with many tentacles climbing a skyscraper
midjourney Rare photo of horror scene: An octopus sits on the side of a skyscraper, atmosphere of death by dragan bibin hans thoma greg rutkowski Alexandros Pyromallis Nekro chet zar michael hussar, detailed
simulacra A huge octopus climbing up the outside of the Empire State building
simulacra Close up photograph of a huge scary Octopus with many tentacles climbing a skyscraper
simulacra Rare photo of horror scene: An octopus sits on the side of a skyscraper, atmosphere of death by dragan bibin hans thoma greg rutkowski Alexandros Pyromallis Nekro chet zar michael hussar, detailed

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