To run MIDI-3D smoothly, the following configuration requirements need to be met:
hardware requirement
- GPUs: Must use an NVIDIA graphics card with CUDA acceleration support and a minimum of 6GB of video memory (RTX 3060 and above recommended)
- random access memory (RAM): 16GB or more recommended to ensure stability in multi-object scene processing
software environment
- Python: Requires version 3.10 or higher to be installed
- PyTorch: must match the CUDA version (e.g. CUDA 11.8 corresponds to the command:
pip install torch torchvision --index-url https://download.pytorch.org/whl/cu118) - dependency library (computing): Install all dependencies with one click from the requirements.txt file provided by the project.
Special Note: CPU environment can not meet the calculation requirements, if encountered runtime failure is recommended to check the CUDA driver compatibility.
This answer comes from the articleMIDI-3D: An open source tool to quickly generate multi-object 3D scenes from a single imageThe
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