Technical implementation requirements for LHM
LHM, as an AI-driven 3D reconstruction system, has clear requirements for the computing environment:
- Hardware Requirements: Must use NVIDIA graphics card, recommended A100 or RTX4090, with no less than 16 GB of video memory
- Software dependencies: Python 3.10 environment and CUDA toolkit (version 11.8 or 12.1) are required.
- Model selection: LHM-0.5B and LHM-1B scales are available, the latter is more effective but requires more video memory.
Notably, the system provides automatic installation scripts and a detailed validation process, including 1) Python version checking, 2) CUDA environment validation, 3) test command execution, and so on. For resource-constrained cases, a smaller LHM-0.5B model can be used for optimization.
This answer comes from the articleLHM: Generating action-enabled 3D human models from a single imageThe
May not be reproduced without permission:AI productivity tools " LHM's system requirements reflect its high-performance computing characteristics
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