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README.md
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- 3d
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- human-motion-generation
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- diffusion
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---
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# DrawMotion: Generating 3D Human Motions by Freehand Drawing
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DrawMotion is
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- **Paper:** [DrawMotion: Generating 3D Human Motions by Freehand Drawing](https://huggingface.co/papers/2605.20955)
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- **Repository:** [InvertedForest/DrawMotion](https://github.com/InvertedForest/DrawMotion)
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- **Demo Video:** [YouTube](https://youtu.be/sy2QTdDD09A)
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##
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```bash
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pip install -U huggingface_hub
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hf download I0u0I/DrawMotion \
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--local-dir . \
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--include "logs/human_ml3d/last.ckpt" \
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"mid_feat/t2m/mid_feat.pt" \
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"stickman/weight/real_init/t2m/stickman_encoder.ckpt"
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```
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The model also requires the OpenAI CLIP text encoder:
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```python
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import clip
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# Download the OpenAI CLIP text encoder used by DrawMotion.
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python -c 'import clip; clip.load("ViT-B/32", device="cpu")'
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```
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### Running the Web Demo
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To run the interactive DrawMotion experience locally, use the following command from the repository root:
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```bash
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DRAWMOTION_CKPT=logs/human_ml3d/last.ckpt \
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DRAWMOTION_GPU=0 \
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uvicorn demo.drawmotion_studio.app:app --host 0.0.0.0 --port 12008
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```
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## Citation
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pages={1--17},
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doi={10.1109/TPAMI.2026.3679530}
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}
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```
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- 3d
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- human-motion-generation
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- diffusion
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- arxiv:2605.20955
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---
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# DrawMotion: Generating 3D Human Motions by Freehand Drawing
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DrawMotion is a diffusion-based framework for generating 3D human motions from text and freehand drawing conditions, including 2D trajectories and stickman sketches.
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- **Paper:** [DrawMotion: Generating 3D Human Motions by Freehand Drawing](https://huggingface.co/papers/2605.20955)
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- **Repository:** [InvertedForest/DrawMotion](https://github.com/InvertedForest/DrawMotion)
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- **Demo Video:** [YouTube](https://youtu.be/sy2QTdDD09A)
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## Model Assets
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This Hugging Face repository hosts the public model assets used by DrawMotion. For installation, web demo reproduction, training, and evaluation instructions, please refer to the GitHub repository.
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Included assets:
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- `logs/human_ml3d/last.ckpt`
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- `mid_feat/t2m/mid_feat.pt`
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- `stickman/weight/real_init/t2m/stickman_encoder.ckpt`
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- `logs/kit_ml/last.ckpt`
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- `mid_feat/kit/mid_feat.pt`
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- `stickman/weight/kit_ml/split_weight/stickman_encoder.ckpt`
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The current public web demo exposes text and trajectory control. Stickman-conditioned interaction is coming soon.
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## Citation
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pages={1--17},
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doi={10.1109/TPAMI.2026.3679530}
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}
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```
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