Tested Orbis in Docker: psf/requests (35 modules) makes a clean 3D graph, expressjs/express (98 modules) collapses into one giant sphere. Notes on what tree-sitter actually captures for code-review prep.
A hands-on run of the CUDA-free port of TRELLIS.2 (trellis-mac) on an M1 Max 64GB machine, recording setup, generation time, output quality, and where the bottlenecks actually sit.
A port that replaces TRELLIS.2's CUDA-only libraries (flash_attn, nvdiffrast, sparse 3D convolution) with pure-PyTorch equivalents and runs Microsoft's 4B image-to-3D model on an M4 Pro in about 3.5 minutes without any NVIDIA GPU.
A look at ActionMesh from Meta AI Research. Feed it a video and it outputs animated 3D meshes in .glb format for tools like Blender and Unity. This article covers input limits, runtime requirements, and practical use with AI video generation.
A comparison of major AI 3D generation tools such as TRELLIS, Hunyuan 3D, Tripo AI, and Hitem3D, with a focus on image requirements for better 3D output.
