Artbreeder

Gene-Based Mixing and Intuitive Controls

Blend two or more images and adjust gene sliders that drive features like face shape, color palettes, structure, and texture. Lock important traits so they persist while you experiment with new sources or weights. Side by side previews help you compare subtle differences and choose the take that fits your concept. Seeds and gentle randomization balance discovery with control so you can chase happy accidents without losing direction. This approach reveals options quickly while keeping creative intent intact.

Portraits, Landscapes, and Style Spaces

Switch between domains such as portraits, anime, landscapes, and abstract styles to match your project. Domain aware sliders keep changes natural within each category, producing coherent faces, scenes, and compositions. You can nudge realism, stylization, or mood to align outputs with references or mood boards. Cross domain experiments reveal unexpected looks that spark new directions for briefs and thumbnails. Style spaces are curated to encourage stable outputs while preserving creative room for experimentation.

Uploads, Remixes, and Versioning

Upload reference images to steer the blend toward your subject or palette, then remix community genes with attribution. Save forks at key milestones so you can branch ideas and return to earlier choices without rework. Notes and naming make lineage clear for collaborators and for future case studies. Private drafts protect work in progress while public posts invite feedback that expands possibilities. Branches keep experiments tidy during reviews, and lineage views show how choices evolved.

Collections, Collaboration, and Credit

Group related outputs into collections for characters, locations, or brand motifs and share links for reviews. Built in attribution credits sources when you remix, helping teams respect creators and track influences. Community comments, likes, and follows surface strong directions and spark collaborations. Clear licensing options guide usage on social, pitch decks, and prototypes while avoiding confusion. Moderation tools and notifications sustain a constructive, professional environment.

Export Sizes, Consistency, and Handoff

Export images in standard sizes for social, slides, or design tools and keep aspect ratios consistent across a series. Use similar seeds and slider ranges to maintain continuity between characters and scenes. Handoff assets to editors or designers with notes on genes and sources for reproducible results. This reduces cleanup in downstream apps and makes brand or narrative systems easier to scale. Color profiles and crop guides reduce post work and keep formats on spec.