ai image creator
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DALL·E is a 12-billion parameter version of GPT-3 trained to generate images from text descriptions, using a dataset of text–image pairs. We’ve found that it has a diverse set of capabilities, including creating anthropomorphized versions of animals and objects, combining unrelated concepts in plausible ways, rendering text, and applying transformations to existing images.
GPT-3 showed that language can be used to instruct a large neural network to perform a variety of text generation tasks. Image GPT showed that the same type of neural network can also be used to generate images with high fidelity. We extend these findings to show that manipulating visual concepts through language is now within reach.
Like GPT-3, DALL·E is a transformer language model. It receives both the text and the image as a single stream of data containing up to 1280 tokens, and is trained using maximum likelihood to generate all of the tokens, one after another. [^footnote-1]
This training procedure allows DALL·E to not only generate an image from scratch, but also to regenerate any rectangular region of an existing image that extends to the bottom-right corner, in a way that is consistent with the text prompt.
We recognize that work involving generative models has the potential for significant, broad societal impacts. In the future, we plan to analyze how models like DALL·E relate to societal issues like economic impact on certain work processes and professions, the potential for bias in the model outputs, and the longer term ethical challenges implied by this technology.
AI is amazing but flawed. Among the limitations are an inability to count and follow instructions. If you request two purple Martians, Hotpot may include yellow hues and five aliens. Yes, we tried grounding him and taking away his screen time, but a rebel once is a rebel always.
Premium generates images in 1-3 seconds on powerful servers; the balance of time depends on your network speed. Other benefits include: better images for custom sizes, commercial usage, no daily limit, no ads, and privacy.
General technology offers the potential for advancement and abuse. Ultimately, history is resoundingly clear: from the printing press to computers, limiting general technology only limits humanity's potential. Human problems must be solved at the human layer, not the technology layer.
Art is not defined by means of production. This is why handcrafted paintings from 1st graders are not considered art while professional illustrations made with Adobe software are. In our founder's opinion, normal art is an opinion that stirs the soul while elevated art stirs the mind.
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