Art Review Generator
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About
Art Review Generator is a natural language processing tool and text generator. It generates medium-length sentences that approximate the training data, which is 57 years of art reviews from Artforum. It uses deep matrices of probability to generate new text based on word associations. The tool is trained on modern art reviews to capture the distinctive language used, including intent, emotion, technique, and impact. The generated text can simulate a thesis and supporting statements, with loops and glitches that can be poetic. It also reveals biases and prejudices present in the original texts.
Platform
Features
• analyzes language used to describe art
• generates art reviews
FAQs
What is this?
This is a tool to generate and analyze language used to describe fine art and other cultural expression. It takes a set of words as a prompt and then generates a medium length set of sentences that approximate the training data.
How did you make it?
A full-length technical writeup can be found on my blog. Essentially, I took an existing language model (GPT-2) and trained it with 57 years of art reviews from ArtForum Magazine, over 21,000 reviews.
Where did the idea come from?
I published a small book of procedurally generated photographs and it seemed appropriate to also use a computer generated introduction. I tried a variety of online tools, but most were too limited or generic for what I wanted.
It generates all kinds of nonsense sometimes. Don't you want to fix that?
No. By leaving it in this state, without optimizing, results are diverse and interesting. It wasn't my goal to make a commerical product or something idealized for popular consumption. The glitching, repetition, and non-sequiturs are fascinating to me.
Doesn't it just copy the reviews you trained it with, just kind of randomly?
No, there is no duplication. All the text is generated word by word. It may seem copied because the results are so plausible, but they are novel statements.
Why do I have to give my email and wait for results?
Because I'm cheap! This sort of thing is processing intensive and delivering realtime results would have required buying hosting and compute time that are very expensive.
I want to make my own, will you help me?
No, sorry. But I did write an explainer of how I built this and there are tons of online resources for this now. The turning point for me was finding the Max Woolf simplified Python repository, gpt-2-simple.
Who are you?
My name is Joshua Curry and I make art under the name Lucidbeaming in San Jose, CA.
Pricing Plans
Free
Free PlanJob Opportunities
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