Instructions to use AdrielP/act_only_white with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use AdrielP/act_only_white with LeRobot:
- Notebooks
- Google Colab
- Kaggle
Create README.md
Browse files
README.md
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---
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license: apache-2.0
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library_name: lerobot
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tags:
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- robotics
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- act
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- imitation-learning
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- so101
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- cable-sorting
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datasets:
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- AdrielP/cables_il_only_white
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pipeline_tag: robotics
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---
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# ACT - Cable Sorting (Only White)
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Modelo de Imitation Learning entrenado con Action Chunking Transformers (ACT) para ordenamiento de cables con el robot SO101.
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## Tarea
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Cuando **solo el cable blanco** está visible → el robot quita el cable verde y lo coloca en la caja verde.
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## Detalles de entrenamiento
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- **Algoritmo:** Behaviour Cloning con ACT
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- **Dataset:** AdrielP/cables_il_only_white
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- **Episodios:** 100 demostraciones
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- **Steps:** 50,000
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- **Batch size:** 8
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- **Robot:** SO101 Follower
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- **Cámaras:** front (640x480) + side (640x480) a 30fps
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## Cómo usar
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```bash
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lerobot-record \
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--robot.type=so101_follower \
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--robot.port=/dev/ttyACM0 \
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--robot.cameras='{"front":{"type":"opencv","index_or_path":0,"width":640,"height":480,"fps":30},"side":{"type":"opencv","index_or_path":2,"width":640,"height":480,"fps":30}}' \
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--policy.path=AdrielP/act_only_white \
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--dataset.repo_id=AdrielP/eval_only_white \
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--dataset.single_task="state based cable sorting" \
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--dataset.num_episodes=5 \
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--dataset.fps=15 \
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--play_sounds=false
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```
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