Visualization process details
LHM's integrated Gradio interface provides a convenient path for users with no programming knowledge:
- Start the service: execute it in the terminal
python app.py
aftercarehttp://0.0.0.0:7860
- Upload Requirements: Full frontal photo in JPG/PNG format (recommended file size <10MB), preferably with a single background and unobstructed limbs.
- Parameter Configuration:
- Model selection: 0.5B or 1B version depending on graphics card performance
- Action templates: drop-down menu provides preset actions such as walking, dancing, etc.
- Result Acquisition:
- Generate three-view preview in 3-5 seconds
- 10-15 seconds output MP4 video with skeletal animation
- Supports download of complete movable models in GLB format.
The underlying call to this interface ishuman-lrm-1B.yaml
configuration file, professional users can modify the file to adjust rendering accuracy, lighting parameters and other advanced settings. In practice, it has been found that the best preview experience is obtained by using the Chrome browser.
This answer comes from the articleLHM: Generating action-enabled 3D human models from a single imageThe