AI Generation for 2D and 3D Game Artists

The most recent graphical technology allows anyone to create extremely realistic images that were not taken with a camera or technically flawless paintings that were not painted by someone but simply generated by a machine from unlabeled text.

AI-generated art is gaining acceptance in the commercial media sector as a completely new genre of artwork, creating new issues and creating openings for new software solutions to solve. Now, we’ll take a look at the current level of AI for 3D game modeling and other applications.

AI Generation for 2D 3D Game Artist

AI for 3D Game Art: Exploring Different Art Styles

The current generation of AI art generators is incapable of producing 3D artwork. It has, nevertheless, been attempted to comprehend the 3D geometry of a 2D image. Although the technology used to create 3D AI art is not yet commercially available, it is something to keep an eye on.

AI art generators are programs that use artificial intelligence to generate graphics automatically. These tools are frequently available in two varieties: text-to-image and image-to-image. Word-to-image generators can generate unique images based on a user’s text input, which is also known as a prompt.

Well, what are the most notable 3D game art styles? They all differ to some extent, and each style has its own unique characteristics and benefits, therefore the choice is strongly related to the project’s requirements and constraints. We’ve put up a list of the most popular AI and 3D game art services. Take a closer look at them now!

Exploring Different Ai Art 3D Styles
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    The goal of realism is to translate the real world to a digital platform. This 3D art technique entails making characters, objects, and environments look as lifelike as feasible. The primary goal of 3D realism is to create immersive experiences and to make players believe they are a part of the game’s universe. This style is used for the great majority of triple-A projects, including simulators, shooters, strategy games, and others.

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    Low Polygonal

    The use of this art style is a relatively recent but rapidly spreading trend. Everything in a low poly game is constructed of geometrical shapes – polygons. Because each character or object is unique and handcrafted, this style necessitates a high level of work intensity. Low poly art lacks textures but emphasizes geometry, materials, and lighting. Low poly is a time-consuming and labor-intensive art approach. The amount of polygons in several titles reaches a million! As a result, the creation of this work is not inexpensive. Artists, on the other hand, can provide new and unconventional solutions by combining low poly with other styles to create great in-game experiences. This style is suitable for adventure, mystery, and puzzle games.

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    Realism in Fantasy

    Fantasy realism is used in games that have a lot of movement, action, and drive. Aliens, races, and creatures that aren’t “real” but are depicted accurately within the game world are common in games created with the fantasy realism graphical style. Artists create environments that do not exist on Earth yet essentially conform to our understanding of structure, physics, and color.

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    Cartoon Style

    This is one of the most popular and widely utilized 3D art forms. Cartoon art is used in the creation of puzzles, instructional, adventure, and hyper-casual online games. The nice thing about this design is that it allows developers to create a one-of-a-kind mood and setting. It’s difficult to define the key characteristics of the cartoony 3D art style. We can, however, point out the colorfulness, relative simplicity, accent exaggeration, and non-standard proportions. The cartoony aesthetic makes players feel warm and playful.

Ai for 3D Modeling Game Art

Of course, until we fully understand how to properly cooperate with artificial intelligence, it is unlikely that all images in the selected styles will meet your expectations. So game artists will have to spend a lot of time controlling how AI generated 3D art.

Photorealistic 3D AI Game Art

The realism of some images generated by artificial intelligence may amaze you. However, these programs also have their drawbacks. For example, not all artificial intelligence software can correctly create hands and respect body proportions. You will need a lot of practice and drafts to get the result you want and that is best suited for your game project.

Photorealistic style is suitable for those projects where a transition from 2D to 3D AI is needed. So you can bring something new to the game, and refresh it, as game developers are doing now with games that were popular at the very beginning of the era of computer and console games.

If you like AI-generated graphics, check out these game characters we produced using a new tool for synthesizing visuals from text descriptions.

Photorealistic Ai Generated 3D Art

Cartoon-style AI Art 3D

As we have said in the previous paragraphs, the cartoon style is one of the most popular not only among game artists but also among gamers. It is he who allows you to create unrealistic, bright, and funny characters that artificial intelligence can easily generate. AI generated 3D models are not inferior in quality, however, they can also have many inaccuracies that the art team will have to work with.

Based on our experience, you need to do deep research into software that can create really good 3D images for your project. And of course, check out the cartoon-style image our team managed to generate.

Cartoon style Ai Generated 3D Models

Abstract AI Generated 3D Art

Abstract images can become a part of your game environment or a whole game setting, creating unique backgrounds, moods, and color schemes that can pleasantly surprise players. In this case, the help of artificial intelligence will really be a good solution for you, since you no longer need to spend time creating something abstract when software can do it for you.

AI compiles the image using several styles at once or based on several examples of existing work, as well as key queries that you must write down as clearly as possible. This means that before you get started, you’d better read some of the tutorials.

Abstract AI Generated 3D Art

2D Game Art Generated by AI

With 2D art, the situation is the same as with 3D. You should be attentive and focused, even when you entrust part of the work to artificial intelligence. Of course, there are advantages here, but there are also dangerous moments that should be taken care of. With 2D art services, you don’t have to worry about volume, shadows, and lighting, which can be incorrectly generated by AI.

2D to 3D Ai Generated Art

Understanding 2D & 3D Game Art AI Process

First of all, the process of working with AI to create high-quality game art begins with deep research. This goes for finding software that can actually bring your ideas to life, as well as references, keywords, and the context in which the AI will work.

Don’t rely on AI for more than what it has to offer. An AI-powered 3D model generator can create a character or game object that suits your style and is free of distortion if you work in stages, creating each individual element at each new stage, and then resorting to assembly and editing. You will have to draw some of the objects or important details by hand because the AI is still not so smart and talented to take into account even the smallest nuances that are important in-game images.

Understanding 2D and 3D Game Art AI Process

Benefits of Using AI for 3D Modeling

With the importance of artificial intelligence in the game industry growing by the day, we are changing our focus to incorporating the best AI methods and technology into our workflow. We will be able to: 

Optimize delivery time and pricing of 3D models using AI technology. In QA, avoid (or at least reduce) human errors. Make the greatest texture suggestions for 3D models. Scale 3D modeling services for major brands even faster. Partially or totally automate the 3D modeling process, cutting production costs significantly. Automate the process of quoting and estimating. Quality assurance methods should be automated.

Benefits of Ai 3D Character Generator


Like any new software, the AI 3D character generator is a tricky system that can take you quite some time to dive into before you can create something really impressive. But you need to get used to everything new and begin to gradually introduce it into work processes in order to bring yourself and your gaming art closer to the future.

This is what we are doing, studying AI and all its possibilities. Of course, along with this, we should improve our skills as 2D and 3D artists.


Midjourney V5 generates isometric building designs based on basic prompts that contain only the building type and several style instructions. It also has a chaos parameter that can control the variability of the generated isometric game design.

AI and ML can be used to create more natural and fluid animations for 2D characters in 3D environments. Machine learning algorithms can be trained on motion capture data to create more realistic movements for characters.