Introduction to Artbreeder

5 Dec 201904:00

TLDRArtbreeder is a web-based tool that facilitates the creation of unique, never-before-seen images through a collaboration between humans and software. This platform, accessible after creating a free account, offers five different generators for various image types, requiring no special skills to use. Users can generate new images, blend existing ones, or fine-tune details with sliders. The technology, which has been evolving since 2014, opens up possibilities for exploration, discovery, entertainment, and inspiration in the realm of digital art. The potential of Artbreeder to shape the future of art-making is an exciting prospect for artists and enthusiasts alike.


  • 🎨 Art Breeder is a web-based tool enabling anyone to create unique images without special skills.
  • 🖼️ Users can generate images in various categories such as portraits, landscapes, and anime style faces.
  • 👥 The platform offers five different generators or models for diverse image creation options.
  • 📸 No specific expertise is required to start creating images on Art Breeder.
  • 🔄 The process includes generating random images, crossbreeding two images, and editing with sliders.
  • 💻 Users can save their creations to their account for easy access and future editing.
  • 🌟 Art Breeder can be used for exploration, discovery, entertainment, and inspiration.
  • 🎮 The technology behind Art Breeder has been evolving since 2014, offering new possibilities in art creation.
  • 🤖 The portrait tool can adapt uploaded images to its vast range of potential outputs.
  • 🌐 The future impact of Art Breeder on art creation is still undefined, offering a realm of opportunities for early explorers.

Q & A

  • What is Artbreeder and how does it facilitate image creation?

    -Artbreeder is a web-based tool that uses AI to generate images that have never existed before. It allows users to create images quickly and without any special skills required. Users can start with a free account and use one of the five generators or models available to make images, including portraits, landscapes, album covers, anime style faces, and a general model trained on a wide variety of images.

  • How user-friendly is Artbreeder and what are the starting points for users?

    -Artbreeder is designed to be user-friendly, encouraging users to start creating images right away without needing any special skills. It offers a variety of generators or models that can be used as starting points, such as portraits, landscapes, and general images. Users can pick something interesting from the images provided or use their own images to begin the creative process.

  • What types of images can be generated with Artbreeder?

    -Artbreeder enables the generation of a diverse range of images, including portraits, landscapes, album covers, anime style faces, and more. The general model has been trained on a vast array of images, allowing users to create a wide variety of content. The platform also supports the creation of images from textual prompts, crossbreeding of images, and gene editing for further customization.

  • How does the portrait generator in Artbreeder work?

    -The portrait generator in Artbreeder allows users to create or upload images, which are then fitted to the enormous range of images the model is capable of making. For instance, an image from Botticelli's Birth of Venus can be adapted to the portrait model, demonstrating the flexibility and adaptability of the tool. The generator can also produce compelling results from images that may not initially resemble a face, through crossbreeding and gene editing.

  • What are some potential uses of Artbreeder?

    -Artbreeder can be used for exploration and discovery, entertainment, inspiration, and creating collages or characters. It provides a platform for users to experiment with AI-generated art and collaborate with the software to produce unique images. The possibilities are vast and include uses in professional creative fields, personal projects, and even educational settings where users can explore the intersection of technology and art.

  • How does Artbreeder enhance the creative process?

    -Artbreeder enhances the creative process by providing users with a platform to explore and shape the future of art through AI. It allows for rapid prototyping of ideas, experimentation with different styles and concepts, and the generation of content that may not have been possible through traditional art methods. The technology empowers users to push the boundaries of their creativity and engage with art in a new and innovative way.

  • What is the significance of the collaborative aspect of Artbreeder?

    -The collaborative aspect of Artbreeder signifies a new era of human-AI interaction in the creative process. By allowing users to collaborate with AI, Artbreeder fosters a two-way dialogue between the artist and the algorithm, leading to the co-creation of art that challenges traditional norms and expands the horizons of what is visually possible. This collaboration not only democratizes access to artistic creation but also encourages a more diverse and inclusive approach to art.

  • How does Artbreeder support the idea of a 'Renaissance 2.0' era?

    -Artbreeder supports the idea of a 'Renaissance 2.0' era by bridging the gap between intent and expression through technology. It lays the foundation for a new wave of creative expression where algorithms become allies in manifesting our deepest visual imaginations. The platform empowers users across geographies and income levels to actualize their creative ambitions, much like the Renaissance period did for art and culture.

  • What is the potential future of Artbreeder and its impact on art creation?

    -The potential future of Artbreeder is to significantly change the way art is made, although the exact impact is still uncertain. As the underlying AI technology continues to mature, it is expected to democratize both accessing and contributing to artistic pursuits. Platforms like Artbreeder will enable users to explore their creative potential more easily, leading to a new era of artistic expression and collaboration between humans and AI.

  • How does Artbreeder handle the concept of image ownership and commercial use?

    -Artbreeder operates under a public domain (CC0) status, which means the images created can be used for any purpose, including commercial uses, without restrictions. This open approach encourages widespread use and adaptation of the images generated, fostering a community of creators and users who can freely build upon and share their creations.

  • What are the different pricing plans offered by Artbreeder?

    -Artbreeder offers a free tier for users, as well as three paid plans. The free tier allows for unlimited images, three image uploads, and five high-resolution downloads. The paid plans, known as 'Appetizer,' 'Privacy Control,' and 'Champion,' offer increasing benefits such as higher limits on image creation and downloads, faster processing times, and additional features like Google Drive sync and custom gene editing.

  • Who created Artbreeder and when did it start?

    -Artbreeder was created by Joel Simon and has been in operation since 2018. It allows users to generate new images by combining their photos with other users' photos or pre-existing images using open-source generative adversarial networks (GANs).



🎨 Introducing Art Breeder: A Web-Based Image Creation Tool

The paragraph introduces Art Breeder, a web-based tool designed to facilitate the creation of unique images through a collaboration between humans and software. It emphasizes the speed at which images can be generated and the imaginative potential of the often bizarre and complex results. The tool is accessible to anyone with a free account and does not require any special skills. Art Breeder offers five different generators or models, including portraits, landscapes, album covers, anime style faces, and a general model trained on a wide variety of images. Users can generate random images, crossbreed two images, or edit image genes with sliders. The paragraph also mentions the ability to save images and provides examples of the types of images that can be created, highlighting the versatility and creative possibilities of the tool.




Collaboration refers to the act of working together with others to achieve a common goal. In the context of the video, it highlights the partnership between humans and software to generate unique images, emphasizing the synergy between technology and human creativity. The script mentions this collaboration as a means to produce art that has never existed before, showcasing the innovative potential of combining human imagination with artificial intelligence.


Artbreeder is a web-based tool that facilitates the creation of novel images through the use of machine learning algorithms. It democratizes the process of image generation by allowing anyone with an internet connection to produce art without the need for traditional artistic skills. The platform features various models that cater to different types of images, such as portraits, landscapes, and anime style faces, enabling users to explore and experiment with digital art creation in a user-friendly environment.


Imagination is the faculty or action of forming new ideas or concepts of external objects not present to the senses. In the video, imagination is energized by the often bizarre and difficult-to-interpret images generated by the collaboration of humans and software. It underscores the role of Artbreeder in unlocking new realms of creative potential, where the unexpected and novel can be birthed from the fusion of human input and machine learning.


Generators, in the context of the video, refer to the different models or algorithms used within Artbreeder to produce various types of images. These generators are trained on datasets and can create new images based on the input they receive from users. They represent the technological aspect of Artbreeder that enables the seamless integration of human ideas with machine capabilities to produce unique visual content.

💡random images

Random images refer to the output of the generative models when no specific input or direction is provided, resulting in unpredictable and often surprising visual content. In the context of the video, this concept showcases the ability of Artbreeder to produce a wide array of images without the need for a predefined template or idea, allowing for exploration and discovery in the realm of digital art.


Crossbreeding, as used in the video, is a term borrowed from biology to describe the process of combining elements from two different images to create a new, hybrid image. This technique in Artbreeder allows users to blend features from distinct sources, leading to the emergence of novel visual entities that may not have been anticipated, thus fostering creativity and innovation in art production.

💡genes of images

The 'genes of images' is a metaphorical concept used in the video to describe the underlying data or characteristics that define an image. In Artbreeder, users can manipulate these 'genes' using sliders to alter and customize the generated images. This process is akin to editing the fundamental elements that contribute to the overall appearance and style of the artwork, allowing for a more granular level of control and personalization.

💡upload images

Uploading images in the context of Artbreeder refers to the feature that allows users to import their own images into the platform. Once uploaded, these images can be used as a basis for generating new artwork, blending the user's input with the capabilities of the machine learning models. This function enhances the interactive and participatory nature of the tool, enabling users to integrate their personal visual elements into the creative process.

💡exploration and discovery

Exploration and discovery are central themes in the video, emphasizing the spirit of investigation and the uncovering of new possibilities within the realm of digital art creation. Artbreeder serves as a platform for users to delve into the uncharted territories of image generation, using technology as a tool to expand their creative horizons and to uncover novel forms of artistic expression.


Entertainment in the context of the video refers to the recreational aspect of using Artbreeder. The platform offers a fun and engaging experience for users to create and experiment with images, providing a form of amusement and enjoyment. It highlights the potential of technology not only as a tool for productivity but also as a source of leisure and creative fulfillment.


Inspiration is the process of being mentally stimulated to feel or do something, especially something creative. In the video, Artbreeder serves as a source of inspiration by providing users with a platform to explore new artistic possibilities. The tool's ability to generate unique and unexpected images can spark new ideas and encourage users to push the boundaries of their creativity.


Collaboration between humans and software to create new images

Artbreeder, a web-based tool for image creation

No special skills required to use Artbreeder

Five different generators or models for various images

肖像, 风景, 专辑封面, 动漫风格面孔和通用模型


Botticelli's Birth of Venus image example

Exploration, discovery, entertainment, and inspiration through Artbreeder

Crossbreeding and gene editing features of Artbreeder

Artbreeder's technology origins from 2014

The potential impact of Artbreeder on the future of art is unknown

Join Artbreeder to explore and shape the future of art

GameCube logo leading to a category of distinctive faces

Images can be saved to your account

The general model tends to favor creatures, structures, and objects

Artbreeder allows generating random images from a starting image

The possibility to grab the URL of another image and combine it with your creation