Introduction
What are AI Generated Images
AI generated images are digital artworks that are created using artificial intelligence algorithms. These algorithms are able to analyze patterns and trends in real-world images, and then generate new images that are based on those patterns and trends. As a result, AI generated images often have a level of detail and complexity that is not possible with traditional art techniques.
There are several different types of AI algorithms that can be used to generate images, including deep learning algorithms, generative adversarial networks (GANs), and evolutionary algorithms. Each of these algorithms has its own strengths and weaknesses, and can be used to generate different types of images.
One of the main benefits of AI generated images is that they can be created quickly and efficiently. Because the algorithms do much of the work, artists do not need to spend as much time on the creative process. This makes it easier for artists to experiment with different styles and techniques, and to create a larger volume of work.
Another benefit of AI generated images is that they can be highly detailed and complex. The algorithms used to create these images are able to analyze patterns and trends in real-world images, and then generate new images that are based on those patterns and trends. This means that AI generated images can be highly realistic and lifelike, and can capture intricate details and patterns that would be difficult or impossible to recreate by hand.
AI generated images are a powerful tool for artists and designers who want to create high-quality digital artworks quickly and efficiently. With the right algorithms and techniques, it is possible to generate a wide range of stunning and unique images that are sure to impress.
What are AI Image Generators
AI image generators are software systems that use artificial intelligence (AI) to generate images based on a set of input parameters or a training dataset. These systems are typically based on machine learning techniques, such as deep learning, that allow them to learn patterns in the data and generate images that are similar to the examples in the training dataset.
There are several types of AI image generators, including:
- Generative Adversarial Networks (GANs): These are a type of machine learning model that consist of two neural networks that work together to generate new images. One network, called the generator, creates images based on a set of input parameters, while the other network, called the discriminator, tries to distinguish the generated images from real ones. As the two networks train, the generator improves its ability to create images that are indistinguishable from real ones, and the discriminator improves its ability to distinguish between real and generated images.
- Variational Autoencoders (VAEs): These are a type of machine learning model that use a encoder-decoder architecture to generate images. The encoder takes an image as input and compresses it into a lower-dimensional representation, called a latent space. The decoder then takes this latent representation as input and generates a new image that is similar to the original.
- Style Transfer: This is a technique that allows users to apply the style of one image to the content of another image. For example, you could use style transfer to create an image that has the content of a photograph of a landscape but is styled like a painting by Vincent van Gogh.
AI image generators can be used for a variety of purposes, including creating realistic images for computer graphics, generating images for machine learning tasks, and creating unique artworks.
Common AI Image Generator Apps
MidJourney
MidJourney is a platform that allows users to create artificial intelligence (AI) art using a range of prompts, styles, and models. With MidJourney, users can generate unique pieces of art that are inspired by the work of professional designers, and that are highly detailed and complex. To create AI art with MidJourney, users will need to sign up for an account, select a prompt, choose a style and model, and use the editing tools to refine the art. When they are finished, users can save and export their AI art to share with others. Whether you are a professional artist or just starting out in the world of AI art, MidJourney is a great tool to help you create beautiful and unique pieces of art.
Learn more about Mid Journey from these links below:
Stable Diffusion
Stable Diffusion is a text-to-image AI technology developed by a company called Stable AI. It allows users to generate artwork from text inputs, similar to the well-known DALL-E 2 text-image generator. Stable Diffusion is being made available to the public through the DreamStudio website and will also be released as open source, meaning that the original source code will be freely available for users to modify and use in any way they want. Stable Diffusion is accessible on any PC, Mac, phone, or tablet.
Learn and try Stable Diffusion from these links below:
