简体中文 · Project page and demonstrations · NeoSDK
NeoWorld Studio is the application implementing the NeoWorld-3 framework. It reconstructs objects and scenes from visual observations as tunable geometry programs, retaining editable construction logic, named parameters, and part structure alongside rendered previews and 3D assets.
Project introduction. This edition contains documentation only. It does not include implementation source code or an installable application.
NeoWorld-3 combines agentic construction with numerical refinement. Agents inspect the observations, author a geometry program, render it, and revise its structure. Geometry tools fit the program's exposed parameters and object placements against the observed views. Shared parameters express relationships between parts, preserving the dimensions and attachments encoded in the program.
The workflow connects three components:
| Component | Role |
|---|---|
| NeoWorld Studio | Coordinates object and scene reconstruction, task state, and user feedback. |
| NeoMCP | Exposes observation, source editing, rendering, measurement, and refinement as agent tools. |
| NeoSDK | Supplies geometry authoring, native execution, inspection, and parameter refinement. |
- Objects and compositional scenes. Construct individual assets from visual references and assemble them into a shared scene. Local edits can update a part, an object, or its placement while retaining the surrounding construction.
- Tunable geometry programs. Keep construction, parameters, and placement explicit so structural editing and numerical fitting operate on the same editable representation.
- Differentiable refinement. Evaluate supported programs in a tensor geometry twin with batched rasterization. Native/twin consistency checks precede search; Blender materializes the baseline and selected candidates and provides native renders.
- Geometry and articulation checks. Inspect native geometry and proposed joint relationships. Configured physics feedback can propose bounded rigid corrections for subsequent geometry and visual checks.
- Optional recursive self-improvement. A research extension develops reusable tool candidates from completed-task traces. Candidates undergo development checks before entering a provisional library; ongoing tasks retain their fixed tool snapshot.
Scene delegation and metric-scale calibration remain experimental. Recursive self-improvement is optional and disabled for ordinary tasks by default. Articulation hypotheses depend on the available evidence; task completion and geometric admission alone do not establish reconstruction quality or physical validity.
The project page presents the framework, a scene reconstruction demonstration, and interactive articulated assets. The object viewer demonstrates kinematics; it is not a physics simulation.
NeoSDK describes the geometry toolkit underlying the framework. This introduction does not announce a code-release date.
See LICENSE for the license accompanying this repository edition.
