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MIME

Verified
  • October 16, 2025, 09:15 PM
Last updated
Unknown
Release date
October 16, 2018
Size
8260 samples | 123.59 GB
License
MIT
Tags
robot learning
learning from demonstration
imitation learning
object manipulation
multi-task
trajectory prediction

The MIME dataset is a large-scale demonstration dataset, comprising 8,260 human demonstrations and 8,260 corresponding robot demonstrations over 20 different manipulation tasks.

Each item in the dataset consists of an RGB-D video of a human demonstration and RGB-D videos of the corresponding robot demonstration collected from 3 different camera views, along with joint angle data from the robot.

The dataset is intended for use in visual imitation learning, trajectory prediction, and multi-task robot learning.

MIME

Modality
state trajectory
RGB-D video
Format
MP4
TXT
Source
Author
Pratyusha Sharma
Lekha Mohan
Lerrel Pinto
Abhinav Gupta
Institution
Carnegie Mellon University
Contact
pratyuss@cs.cmu.edu
lerrelp@cs.cmu.edu
abhinavg@cs.cmu.edu
lekhawm@gmail.com

Citation

@article{DBLP:journals/corr/abs-1810-07121,
  author = {Pratyusha Sharma and Lekha Mohan and Lerrel Pinto and Abhinav Gupta},
  title = {Multiple Interactions Made Easy {(MIME):} Large Scale Demonstrations Data for Imitation},
  journal = {CORR},
  volume = {abs/1810.07121},
  year = {2018}
}

Example usage

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