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Open Datasets
SO101 Object in Box v0.4 Fixed
Multimodal

SO101 Object in Box v0.4 Fixed

Multimodal dataset containing data on the handling of objects placed in a box. It is used for the study and development of models in robotics and vision.

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Size

22,260 samples, sensor and/or image formats (not specified)

Licence

Apache 2.0

Description

SO101 Object in Box v0.4 Fixed is a multimodal dataset that contains over 22,000 examples related to manipulating objects in a box. It is designed to support research in robotics, computer vision, and machine learning.

What is this dataset for?

  • Develop algorithms for manipulating objects in robotics
  • Studying the recognition and placement of objects in constrained environments
  • Train models for computer vision and physical interaction

Can it be enriched or improved?

This dataset could be improved with finer annotations on object positions, additional videos, or additional data from various sensors.

🔎 In summary

Criterion Evaluation
🧩 Ease of use⭐⭐⭐✩✩ (Requires robotics or vision expertise)
🧼 Need for cleaning⭐⭐⭐⭐✩ (Moderate – structuring necessary)
🏷️ Annotation richness⭐⭐⭐✩✩ (Medium – basic object annotations)
📜 Commercial license✅ Yes (Apache 2.0)
👨‍💻 Beginner friendly⚠️ Moderate – specialized technical domain
🔁 Fine-tuning ready🎯 Yes, in robotics and vision
🌍 Cultural diversityN/A N/A – technical dataset

🧠 Recommended for

  • Robotic researchers
  • Computer vision developers
  • ML engineers

🔧 Compatible tools

  • ROS
  • OpenCV
  • PyTorch
  • TensorFlow

💡 Tip

Combine this dataset with video footage to improve dynamic modeling.

Frequently Asked Questions

Exactly what types of data does this dataset contain?

Mainly multimodal data related to the manipulation of objects, possibly images, sensors and positions.

Can this dataset be used to train manipulative robots?

Yes, it is designed to train models for manipulating objects in constrained environments.

Is there metadata about the objects manipulated?

The dataset includes basic annotations, enrichment is possible.

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