Single image in, production-ready 3D out.
Upload a single concept image. The WebUI automatically performs semantic segmentation, multi-view inference, mesh generation, PBR texturing, and skeletal rigging. Supports anime, realistic, and chibi styles. Output directly to all major DCC tool chains.
From concept art to rigged character, fully automated.
Traditional 3D character pipelines require weeks of specialist labor across modeling, UV mapping, texturing, and rigging. MarkerDan WebUI collapses this into a single automated pipeline — one image becomes a production-ready character in under 90 seconds.
View Pipeline
understanding to
production-grade
3D output, every
step is AI-driven.
Four AI modules, one unified production pipeline.
Each module is a state-of-the-art neural network trained specifically for 3D character production. They work in sequence, each output feeding the next.
Semantic
Segmentation
Pixel-level character parsing into 18+ semantic regions — hair, face, torso, limbs, accessories, clothing layers.
Multi-View
Synthesis
Single image to consistent 8-view orthographic projections via cross-attention diffusion with identity preservation.
Deep technical capabilities under the hood.
Identity Preservation
Cross-attention identity tokens maintain character consistency across all generated views — same face, same details.
Adaptive Topology
QEM-based decimation with curvature-aware edge collapse. Clean quad flow for deformation, triangles only where needed.
Style-Aware Texturing
Diffusion-guided texture inpainting fills occluded regions while maintaining art style coherence across the UV atlas.
From image to character.
Every stage is automated, AI-driven, and optimized for production quality — upload once, export everywhere.
Upload →
Drop a single concept image — any style from realistic to anime to chibi. The system auto-detects character bounds and orientation.
Segment →
AI parses the image into 18+ semantic regions with pixel-level precision. Each body part, accessory, and clothing layer is isolated.
Generate →
Multi-view synthesis creates consistent orthographic projections. Neural mesh reconstruction builds the 3D geometry with clean topology.
Export
PBR textures are generated, skeleton is auto-rigged with 52 joints. Export to FBX, glTF, USD, OBJ, BLEND — ready for any DCC tool.
FBX / glTF / USD
Full mesh, skeleton, BlendShapes, and PBR materials. Compatible with Maya, 3ds Max, Blender, Unreal, Unity, Houdini.
BLEND / ZIP
Native Blender scene with organized collections — mesh, armature, materials, shape keys. ZIP bundles all textures + mesh for team handoff.
“MarkerDan turns what used to take a 3D team weeks into something a single artist ships in seconds.”
Built on cutting-edge research in 3D vision, generative AI, and geometry processing.
From concept to character, 90 seconds.
Whether you're a solo artist, game studio, or animation house — MarkerDan WebUI is ready to accelerate your character production pipeline. Request early access today.
