mcp_3d_relief
image to 3d relief STL models
Easily handle transparent background images in MCP 3D Relief. Learn to composite RGBA images or use the alpha channel as a mask for accurate depth map conversion.
Post-Processing Steps Applied to Generated 3D Meshes in MCP 3D ReliefDiscover the five essential post-processing steps for 3D meshes generated by MCP 3D Relief. Learn how depth maps transform into printable STL models.
How to Chain the MCP 3D-Relief Tool with Other Model Context Protocol ServersChain the MCP 3D-Relief tool with other Model Context Protocol servers using its stdio transport and FastMCP wrapper. Learn to pipe JSON-RPC messages between processing units.
Dependencies Required for the Depth Estimation Pipeline in mcp_3d_reliefDiscover dependencies for the depth estimation pipeline in bigchx/mcp_3d_relief. Explore NumPy, Pillow, OpenCV, aiohttp, and asyncio requirements for successful implementation.
How to Modify MCP 3D Relief to Support Different STL Output FormatsLearn to modify MCP 3D Relief to support ASCII and binary STL output formats. Refactor the writer and add a format parameter to your CLI for flexible STL generation.
Processing Speed vs Output Quality Trade-Offs in the MCP 3D Relief GeneratorExplore the processing speed versus output quality trade-offs in the MCP 3D Relief Generator. Adjust settings like detail level and blur radius for faster generation or higher fidelity.
How the MCP 3D Relief Server Handles Concurrent Image Processing RequestsLearn how the MCP 3D Relief server uses FastAPI's async architecture to handle concurrent image processing requests efficiently with non-blocking I/O.
How Mesh Resolution Is Calculated for Different detail_level Values in MCP 3D ReliefLearn how mesh resolution is calculated in MCP 3D Relief. Discover the formula `base_size = 320 * detail_level` that scales depth map pixels to STL vertex count for desired detail levels.
How to Debug Empty STL Output in mcp_3d_reliefFix empty STL output from mcp_3d_relief. Learn to debug zero-dimensional depth maps, flat images, and silent exceptions in relief.py for successful mesh generation.
How the base_thickness Parameter Affects 3D Model Structure in mcp_3d_reliefLearn how the base_thickness parameter in mcp_3d_relief defines your 3D model structure. Control STL file base plate and wall depth for precise relief geometry.
How model_width Controls STL Output Dimensions in MCP 3D ReliefUnderstand how model_width directly controls STL output dimensions in MCP 3D Relief. Learn how it sets X-axis width and scales Y-axis proportionally for your designs.
How to Integrate External Depth Map Services with the MCP 3D Relief GeneratorIntegrate external depth map services with MCP 3D Relief Generator by replacing the built-in function or supplying your own pre-computed map. Learn quick integration methods.
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