What is Image Generation AI? AI Tool to Create Image

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Table of Contents

What is Image Generation AI?

Image generation AI is AI that generates images (text-to-image) from text.

In other words, by issuing instructions for what kind of image to be created from text, the AI will create an image that matches the command.

Image Generative AI is one of Generative AI.

If you would like to know more about Generative AI, please click the following.

: What is Generative AI? Used by ChatGPT/Gemini (formerly Bard), Stable Diffusion, and NFT

We can help you with your concerns. You can learn from us. What is Generative AI? Generative AI is a broad label used to describe a type of AI that uses unsupervised learning algorithms to create new digital image, video, audio, text, code, and other contents. The learning model for most AI to date has been Discriminative AI. The goal of Discriminative AI is to use what it learns during learning to make decisions about new input. In contrast, the goal of Generative AI models is to generate synthetic data that can pass the Turing test. Generative AI requires more ...

AI Chatbot is a text creation AI in Generative AI.

If you would like to know more about AI chatbots, please click here.

: What are AI Chatbots? Text Generation AI [Large Language Models (LLMs)] [ChatGPT, Gemini (formerly Bard), New AI-powered Bing]

We can help you with your concerns. You can learn from us. What are AI Chatbots? This article introduces AI chatbots and points to keep in mind. AI chatbots are text generation AI and can efficiently mass-produce articles of a certain level of quality. However, there is a possibility that the content of the created articles may be incorrect. Therefore, please note that the content of the articles should be reviewed by an expert. If you are the expert, it is your responsibility to check it properly! Also, check the content of the article for copyright infringement by using a ...

Main Technologies Used in Image Generation AI

This section introduces the main technologies used in image generation AI.

NOTE: Variational Autoencoder (VAE), Autoregressive Model, and other models used in image generation AI.

Generative Adversarial Networks (GANs)

Generative Adversarial Networks (GANs) are a method of generating new images using two neural networks, a Generator and a Discriminator.

The Generator starts with random noise and tries to generate an image.

The Discriminator is trained to distinguish between the image generated by the Generator and the real image.

The Generator repeats the training so that it does not judge the image generated by the Discriminator as a fake.

This training is repeated until the Generator is able to produce an image that is close to the real image.

Applications of GANs include image restoration, super-resolution, and image transformation, as well as image generation.

These are explanatory videos of GANs by Ian Goodfellow, the proponent of GANs (slides).

Diffusion Model

Diffusion Model is a diffusion probabilistic model used in image generation AI.

The paper on Diffusion Models is "Denoising Diffusion Probabilistic Model".

These are explanatory videos of Diffusion Model.

Representative Software for Image Generation AI

The following is a list of typical image generation AI software.

These software mainly use Diffusion Models.

DALL-E

DALL-E is an image generation AI developed by OpenAI.

The versions of DALL-E are as follows

2021: Release DALL-E
2022: Release DALL-E 2
2023: Release DALL-E 3

These are explanatory videos of DALL-E.

Midjourney

Midjourney is an image generation AI developed by Midjourney, Inc. in 2022.

Midjourney made headlines when it was used to deepfake Donald Trump in March 2023.

These are explanatory videos of Midjourney.

Stable Diffusion

Stable Diffusion is an image generation AI developed by Robin Rombach and Andreas Blattmann at Ludwig Maximilian University Munich in 2022.

Stable Diffusion makes it easy to create your own images for use in articles.

Paper of Stable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models
GitHub of Stable Diffusion: GitHub

These are explanatory videos of Stable Diffusion.

Stable Diffusion is easily available at the following.

Adobe Firefly

Adobe Firefly is an image generation AI provided by Adobe.

These are explanatory videos of Adobe Firefly.

Bing Image Creator

Bing Image Creator is an image generation AI of Bing.

These are explanatory videos of Bing Image Creator.

Leonardo.Ai

Leonardo.Ai is an image generation AI that can generate up to 150 images per day for free.

In addition, Leonardo.Ai can be used commercially.

These are explanatory videos of Leonardo.Ai.

FLUX.1

FLUX.1 is an open source image generation AI developed by Black Forest Labs, the development team behind Stable Diffusion.

Click the following to watch videos introducing FLUX.1.

Summary

We introduced Image Generation AI and representative software.

We found that there are many image generation AIs.