Mention art and many people’s imagination will drift toward easels, acrylic paints, or perhaps a music performance. Artificial intelligence (AI) and machine learning (ML) would probably not be the first thoughts in most people’s minds. But digital technology has influenced art and artists for decades.
Artificial intelligence is making its way into the art world, with AI-generated art pieces being sold for thousands of dollars at galleries and auctions. There’s even an instance of an AI winning first place in the Colorado Fine Arts Exhibition, essentially beating human artists. So, what exactly is AI art, and how does it work?
So, it was only a question of time until AI made its debut in the art world. Today, artists have a wide range of AI art generators at their disposal to help take their work to another level. Here is an overview of the leading products.
AI art Generator
Usually, in order to implement creative AI art generators, developers use AI-powered algorithms known as generative adversarial networks (GANS). Computer scientist, Ian Goodfellow, pioneered the concept of adversarial algorithms in 2014. They have two sides (thus the term “adversarial”) – one creates random images and the other uses machine learning to figure out which images are the best fit with the data.
Also Read: Redefining Art with Generative AI
What Are AI Art Generators?
AI art, also known as algorithmic or computer-generated art, utilizes artificial intelligence and machine learning models to create unique pieces of artwork. The process involves feeding user input into a program or algorithm, producing a visual output based on the information given.
Different tools offer a variety of options for creating AI art, making it accessible to both experienced digital artists and beginners. Some AI art generator projects allow users to manipulate the output by choosing colors, shapes, and styles. Others offer a completely random and unique experience by generating entirely new pieces without any input from the user.
The creators behind Night Café studio are on a mission to turn everyone into an artist. They believe that art should be just as accessible to those without the talent or the time to practice, and their AI helps users do just that.
Users start by uploading an image, then choose a style, and the technology returns an artwork. You cannot only share the result but print it and hang it on your wall, combining digital and analog components of art.
Starry AI transforms words into art. Creators do not need any technical expertise or experience with this app. They simply tell the app what they are imagining, and Starry AI is turning it into a work of art.
Users can choose between different styles, aspect ratios, and models to tailor their creations. Plus, having full ownership of the creations makes them perfect for upcoming art projects and other uses. Up to five artworks are free of charge daily and can be downloaded without watermarks.
Craiyon, formerly Dall E mini
Dall E mini has gone through a name change and is now known as craiyon. The name aptly describes what the app does – craiyon draws images from text prompts. It is free to use, and creations can be printed on t-shirts, for example.
Craiyon is currently only available for Android devices, but development is ongoing for an iOS version. Its creators recommend using specific word prompts for better results. Users may also want to experiment with their requests to see what the AI can generate.
Dall E 2
Dall E 2 is the bigger sibling of craiyon. This powerful AI creates original realistic images and artworks from a text description. But it can do more. Based on the original canvas, Dall E 2 is able to expand using the original information.
Think of it this way – when you look at a work of art, you only see a small snapshot of what the artist really saw. By expanding the composition, users get to see what was above and below the original.
Dream by Wombo
If you can imagine it, Dream can create it. Using this app is simple: all creators need to do is supply a prompt and choose their favorite style. Within seconds, Dream by Wombo delivers an artwork. A growing community of artists is already taking advantage of this technology, and that community’s work can be an excellent source of inspiration for any budding AI artist.
Pixray’s text-to-image art generation combines a variety of different technologies to deliver outstanding artwork for its users. This AI creator uses Perception Images’ image augmentation and optimizes images against different classifiers.
The pixray creators have also added CLIP-guided GAN imagery to their AI, and they are taking a leaf out of the books of Sampling Generative Networks to navigate latent space.
Fotor is an image-editing software that also offers AI art generation. Within a few clicks, users can upload their favorite images into masterpieces. The transformation is instant, and users have a wide choice of filters to apply to their work.
Think of it this way: you may have taken a rather average picture. Fotor turns it into an oil painting, a cartoon, or a watercolor. Editing tools allow users to put a more personal touch on their creations, too.
If your marketing needs a boost, Hotpot AI might be just what you have been looking for. This tool lets users create professional-quality graphics and pictures in a few simple steps. Its handy templates have made it a favorite with professional graphic designers as well as consumers.
What can you create? Anything from social media posts to marketing images, icons, and other artwork. Hotpot AI can help restore damaged images, remove backgrounds, and enhance faces, without any tech skills.
Deep AI was created to support creatives. This may sound like a pun, but it represents the intention of the programmers behind this AI. Deep AI images are created from a text description, and the software delivers a unique image every time you use it.
Deep AI works great for anyone wanting to generate AI art or just have a play with the technology to see in which direction AI-powered artwork is heading.
The digital art world moves fast, and few days pass by without new discoveries and tools being launched. VQAN+CLIP became a game-changer when it appeared on the scene in 2021. Until then, text-to-image art generation had existed but never really excited artists like the brains behind Night Café.
VQAN+CLIP broke the mold and has since been adopted by other developers. The software is a favorite of the Night Café creators, for example.
Expanding the imaginative powers is the mission of the team behind Midjourney. They believe that AI allows people to explore new ways of thinking.
The team’s image creation AI is currently available in a beta version. Becoming a beta tester is easy. Anyone keen to give Midjourney a go can join the beta on the Midjourney Discord server. There are even newcomer rooms catering to those who are just starting on their AI art journey.
Deep Dream Generator
Collaboration lies at the heart of Deep Dream Generator. The application’s goal is to encourage humans to collaborate with tools enabled by artificial intelligence to create outstanding visual content free of charge.
Users can start with a text prompt or combine it with a base image. Either one is now being interpreted by a technology known as deep style that has surpassed the results of the original deep dream approach. Deep Dream Generator was invented to help scientists see what deep neural networks were seeing when they are looking at an image. It is now free to use for anyone.
GoArt is Fotor’s NFT creator. NFT stands for non-fungible tokens, digital assets that represent pieces of art or music, among others. They all have unique digital identifiers that have been recorded in the blockchain. These identifiers certify ownership.
GoArt allows users to create NFTs from standard images. There is no need to become an artist or learn about technology. GoArt simply requires a few clicks.
Sometimes less is more. This was the philosophy behind Deep Angel, an AI that existed for two years between 2018 and 2020.
Deep Angel made it easy to erase objects from photographs and allowed creators to explore what the images would look like had they been edited by AI. Its background and approach are deeply philosophical. From a tech perspective, Deep Angel detected and outlined objects in images before removing them, allowing users to see what the world would look like without those objects.
GANBreeder is essentially an experiment in creating images. Picture this: what if an image could have children? What would be the result if we combined images with each other and shared them?
GAN enables the creation and sharing of these images. Creator Joel Simon intends for the tool to be used collaboratively to see where it might take different artists.
Fractal Art Generators
Fractal art generators allow you to reimagine geometry. If that sounds complicated, it doesn’t need to be. Fractal art generators are pieces of software that allow users to generate their own geometric figures – or fractals – where similar patterns are repeated at smaller scales.
The effect can be quite psychedelic. Fractal art generators let users create shapes and develop artwork from there. There is no need for coding, the generator has that part covered.
Runway ML promises to revolutionize content creation by streamlining workflows and taking the tedious, repetitive parts out of video editing, thanks to AI-powered tools.
Runway’s creators refer to their technology as “AI magic tools.” And some of the functionality does sound magic indeed. Here are a few examples: a few clicks let creators remove the background of a video, and taking objects out of your content is just as simple. A few brushstrokes are all that is required.
Nature of Code
The Nature of Code is not an art generator but a book by Danial Shiffman asking how we can capture the properties of nature in software. Think learning about the programming strategies and techniques that computer simulations use to help us understand seemingly unpredictable evolutionary processes. It is a fascinating topic not only for programmers.
Magenta gives users access to artificial intelligence and machine learning technology to help them create music and art.
The technology started as early as 2016. Originally a research project by the Google Brain team, Magenta’s goal was to answer the question if ML can be used to create art and music. Arguably, we know the answer to that now, but as the technology continues to develop faster than ever before, the Magenta team is asking new questions in the same space.
Magenta has now attracted a community of creators, including coders, artists, and researchers. It is certainly an exciting collaboration to look into.
ml5.js has one goal: making machine learning more widely accessible. The creators behind the platform are aiming to reach students, artists, and coders in a friendly, approachable environment that facilitates learning and discovery.
Coders will find pre-trained ML models that can detect human poses, compose music, or style one image with another, among other applications. The dream is to encourage a much wider public to engage with ML and understand what ethical computing and data collection mean. ml5.js intends to be accessible to a diverse audience of people by bringing them closer to technology and art.
Random art Generator
Random art puts technology and mathematics in charge of creating art. Creations start with nothing more than a name of a picture. This name becomes the seed from which a picture is generated.
There are as many pictures as there are names, and the same name would always generate the same image. The name – or seed – triggers a number generator which constructs a mathematical formula. That formula dictates the color of each pixel in the image. The creator of Random art believes that there are more potential random pictures than there are atoms in the universe.
Will AI art generators replace human artists? Unlikely. However, these technologies have already started adding another dimension to how we think about art and how artworks are being created. Through artificial intelligence and machine learning, technology and art are becoming more closely intertwined than ever before.
— Alvin Foo (@alvinfoo) September 21, 2022
AI Portrait Generator
For photo-realistic images of people, you might want to try Stable Diffusion by Stability Ai. This AI art tool uses machine learning models known as latent diffusion models. These types of creative tools are trained for image denoising, inpainting, super-resolution, and image generation.
Stable Diffusion allows users to generate portraits, modify existing photos with artistic filters, and even remove objects from images. The interface is simple and intuitive, making it easy for anyone to create professional-looking portraits in just a few clicks. The source code for Stable Diffusion is also open-source, allowing for further customization and development by the community.
AI portrait generators can be bucketed into two types –
AI generated portrait drawings.
Robotic Portrait drawings
3d AI Generator
Nvidia has released its instant NeRF software a 3d AI generator, which utilizes GPU hardware to perform complex calculations. A model can now be created in seconds instead of days! In terms of speed and usability, NVIDIA makes a lot of exciting claims about instant-ngp.
NeRF image NVIDIA has made of a cool robotics lab. Gif by https://github.com/NVlabs/instant-ngp
Something a bit different in the AI art world is 3D generation. Generating 3D models and objects is a more complex process than traditional 2D artwork, but it has countless practical applications in fields like architecture and product design.
One popular tool for creating 3D models is “Runway ML,” which uses machine learning models to create animations and 3D models. They even have a video editor, allowing users to replace backgrounds and add movement to their 3D creations easily.
Best free AI Art Generators
Our first popular AI art generator is a freemium online tool called “NightCafe,” created by developer Agnus Russel. The program draws inspiration from Vincent van Gogh’s “The Starry Night” to produce vibrant, textured digital art as an oil painting in the same art style as the famous post-impressionist painter.
Their machine-learning model is among the best, producing a variety of artistic styles and adding depth and texture to each piece. Free users get a small number of credits to generate art, while premium users have unlimited access and additional options to customize their output. NightCafe also offers a community feature where users can share and explore AI art from around the world.
Another free option is “WOMBO Dream” by Canadian startup WOMBO. This AI art generator is free, albeit with limited options for customization compared to NightCafe. WOMBO Dream offers users a platform to turn objects in images into cartoons, something very popular in the NFT crowd. In fact, it has been branded as the go-to tool for creating NFTs (non-fungible tokens) in the blockchain community.
Random Abstract Art Generator
Check out the Google Deep Dream generator if you’re looking for something a bit more abstract. This tool utilizes Google’s deep learning algorithm to create dream-like, abstract images based on user input. The Deep Dream generator uses neural networks with millions of images to generate unique and trippy digital art.
You start with initial images or input images, and the program “dreams” is based on those images to produce a final output. Experiment with a variety of input options, from simple shapes to actual photographs, for endless creative possibilities.
Artificial Intelligence Drawing
When it comes to machine learning models, nothing beats “DALL-E 2” by OpenAI. This AI image generator is a natural language processor that can create images based on written descriptions, similar to how Siri or Alexa interprets verbal commands.
Users can type in anything from “a room with a banana and a TV” to “a purple bicycle floating above a city,” and DALL-E will generate photorealistic images. You can also add the names of famous artists to mimic their styles, such as “a Van Gogh self-portrait” or “a Picasso still life.”
Overall, the image generation technology offered by OpenAI works so well because of its GPT-3 language processing system, the largest language model ever created. With such advanced AI capabilities and a user-friendly interface, DALL-E is definitely worth checking out for both experienced digital artists and beginners alike.
Abstract Art Generator
Finally, we wanted to touch on VQGAN+CLIP, which isn’t a standalone tool but rather a Colab notebook (a Google program for running code) with a unique take on AI art generation. This platform uses StyleGAN, a deep learning model developed by Nvidia, to create abstract digital artwork in the style of famous artists. The results are somewhat abstract and could pass as a real painting in the style of Van Gogh or Picasso.
GAN, or Generative Adversarial Network, is a type of machine learning model that can produce new data based on training sets. It pits two neural networks against each other, with one network generating the output and the other judging the output’s authenticity. The result is highly realistic AI-generated imagery.
CLIP, or Contrastive Language-Image Pre-training, is a model that helps AI understand the relationships between images and language. In other words, it’s a third neural network that helps improve the accuracy and coherence of generated images.
This platform may be a bit more technical for some users, but if you’re interested in a free and customizable tool for abstract art, give VQGAN+CLIP a try. The Python code is open-source, and you can find the Colab link on the GitHub page.
In summary, there are a variety of AI art generators available for artists and creators to experiment with. Whether you’re looking for cartoon versions of objects, trippy abstract images, or realistic AI art images, there’s an AI tool for you to try out. So go ahead and unleash your creativity with the help of artificial intelligence.
Top AI art generators:
Runway ML – An easy, code-free tool that makes it simple to experiment with machine learning models in creative ways. Our overall staff pick.
Nature of Code – This interactive book teaches you how to code generative art; the last chapter is an exceptional introduction to AI art, with real code examples.
GANBreeder – Breed two images to create novel new ones using GANBreeder. (Note that GANbreeder was renamed ArtBreeder, with several AI models to manipulate photos).
Magenta – An open source research project exploring the role of machine learning as a tool in the creative process. (Coding skills required).
ml5.js – ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students through the web.
Random art Generator – Hotpot.ai is a great random abstract art generator feel free to try this tool as this stitches scenes to generate random art.
AI Generated Images / Pictures:
Deep Dream Generator – Stylize your images using enhanced versions of Google Deep Dream with the Deep Dream Generator. Get your Deep Art on.
DeepArt.io – Upload a photo and apply different art styles with this AI image generator, or turn a picture into an AI portrait of yourself (also check out DreamScope ).
Visionist: Upload and apply AI Art styles to your photos, including abstract filters, cutout portraits, and more (iOS. Deep Art generator made by 3DTOPO Inc.).
GoArt – Create AI photo effects that make your photos look like famous portrait paintings with this AI image generator. (Web, Android and iOS. Made by Fotor).
Deep Angel – Automatically remove objects or people from images with this Deep Art editor. (Web. Made at MIT).
Google Deep Dream – GitHub repository for implementing Google Deep Dream.
GANBreeder – Merge images together to create new pictures, make hybrid AI portrals and create wild new forms that have never been seen before. (GANbreeder is now called ArtBreeder).
Fractal Art Generators – While the fractal art tools on this list don’t use actually AI, a lot of our visitors expressed interest in them because they’re within the realm of computationally generated art.
AI Drawing / AI Painting:
AutoDraw – Turn your sketch into clip art with this computer generated AI drawing tool.
AI Painter – Turn your photos into AI paintings or create abstract art with this neural network painting generator.
Quick, Draw! – A game where a neural net tries to guess what you’re drawing. Draw along with AI and neural networks with this Google draw app.
Sketch-RNN Demos – Draw together with a neural network.
Cartoonify – Turn your portrait into a computer generated cartoon drawing.