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How to quickly start generating your first animated asset with MagicArticulate?

2025-09-05 1.4 K

There are 4 core steps to complete for a quick MagicArticulate experience:

  1. environmental preparation
    • Python 3.8+ environment (virtual environment recommended)
    • GPU-accelerated PyTorch Framework
    • pass (a bill or inspection etc)pip install -r requirements.txtInstallation of dependencies
  2. Model Preparation
    • Prepare static model files in OBJ/FBX format
    • Make sure the model mesh is complete (it is recommended to check with Blender first)
  3. Run Generation
    • Skeletal generation:python generate_skeleton.py --input model.obj
    • Weighted prediction:python predict_weights.py --input model_with_skeleton.obj
  4. Effectiveness Verification
    • Checking Bone Layers in Blender/Maya
    • Testing basic animations (e.g. rotating, moving joints)

For first-time users, it is recommended to download the example model and configuration file from the project's GitHub by modifying themain.pyA quick validation process of the parameters in the When performance problems are encountered, it is possible to reduce the--resolutionparameter values to shorten the processing time.

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