GuyTevet / GuyTevet/motion-diffusion-model
How to Create a Standardized Dataset from MP4 Videos After Extracting SMPL?
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Description
Thank you for the excellent code!
I’m planning to use it for my graduation research.
I have a question: Could you explain how to create a dataset from a video (mp4)? Alternatively, if there’s documentation or a guide for this process, could you point me to it?
I’ve used 4D-Humans to extract SMPL, but I’m unsure how to standardize the dataset format. I’ve been looking into repositories like HumanML3D and AMASS, but they seem a bit complex, and I’m currently stuck.
I’d really appreciate your help!
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First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
The issue names no file, test, or entry point. First clarify the expected standardized format and whether the request is for project-specific documentation covering MP4 videos and extracted SMPL data; done would be a documented, reproducible dataset-creation workflow.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- data, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100