ImageNet

An open source VQGAN+CLIP powered model that is good at an illustrated style of almost everything

  • Description

    Accomplice uses a combination of the neural network VQGAN+CLIP (which stands for Vector Quantized Generative Adversarial Network and Contrastive Language–Image Pre-training… a mouthful I know!) powered by the image model ImageNet to understand your text and example image input and make one or more unique, high quality images out of it.

    So what exactly is ImageNet?

    ImageNet is an image dataset that catalogs and organizes over 100,000 words and phrases and aims to have at least 1000 images to illustrate each of those words and phrases. Images of each concept are quality-controlled and human-annotated. In total ImageNet offers tens of millions of cleanly labeled and sorted images for most of the concepts in the world's largest database of words and phrases.

    And what exactly is VQGAN+CLIP again?

    Basically, VQGAN+CLIP is a program, called a “neural network”, that can be broken down into two pieces.

    GANs (Generative Adversarial Networks) are systems where two neural networks are pitted against one another: a generator which synthesizes images or data, and a discriminator which scores how plausible the results are. The system feeds back on itself to incrementally improve its score.

    And CLIP (Contrastive Language–Image Pre-training) is a companion third neural network which finds images based on natural language descriptions, which are what’s initially fed into the VQGAN.

  • Batch size

    This model creates 1 image per credit

  • Created by

ImageNet

Examples

Browse images created using ImageNet

Art Nouveau Robot by Benjamin Lacombe
close up colorful christmas light wallpaper
fantasy sword speedpainting
Ancient Mayan Robot by Benjamin Lacombe
red truck on lonely highway at night with stars
Colorful Village in Mexico in style of olinda
high definition crowd of concert attendees holding colorful lights in front of a stage speedpainting brush strokes
chaos in motion psychedelic by Jeff Soto oil painting space
Pumpkin patch in autumn watercolor
red 1965 mustang car on city street at sunset speed painting
Vivid Cat in the style of Grandma Moses

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