ObMan License

Data Copyright License for non-commercial scientific research purposes

Please read carefully the following terms and conditions and any accompanying documentation before you download and/or use the ObMan Data, (the "Data"), including rendered images and associated 3D mesh information, segmentations and depth maps. By downloading and/or using the Data, you acknowledge that you have read these terms and conditions, understand them, and agree to be bound by them. If you do not agree with these terms and conditions, you must not download and/or use the Data. Any infringement of the terms of this agreement will automatically terminate your rights under this License.

Ownership / Licensees

The Data have been developed at the French Institute for Research in Computer Science and Automation (hereinafter "INRIA") and the Max Planck Institute for Intelligent Systems (hereinafter "MPI") and is owned by and proprietary material of INRIA and the Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V. (hereinafter “MPG”; INRIA, MPI and MPG hereinafter collectively “Licensor”).

License Grant

Licensor grants you (Licensee) personally a single-user, non-exclusive, non-transferable, free of charge right:

Any other use, in particular any use for commercial purposes, is prohibited. This includes, without limitation, incorporation in a commercial product, use in a commercial service, or production of other artifacts for commercial purposes. The Data may not be reproduced, modified and/or made available in any form to any third party without Max-Planck’s prior written permission.

The Data may not be used for pornographic purposes or to generate pornographic material whether commercial or not. This license also prohibits the use of the Data to train methods/algorithms/neural networks/etc. for commercial use of any kind. By downloading the Data, you agree not to reverse engineer it.

No Distribution

The Data and the license herein granted shall not be copied, shared, distributed, re-sold, offered for re-sale, transferred or sub-licensed in whole or in part except that you may make one copy for archive purposes only.

Disclaimer of Representations and Warranties

You expressly acknowledge and agree that the Data results from basic research, is provided “AS IS”, may contain errors, and that any use of the Data is at your sole risk. LICENSOR MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE DATA, NEITHER EXPRESS NOR IMPLIED, AND THE ABSENCE OF ANY LEGAL OR ACTUAL DEFECTS, WHETHER DISCOVERABLE OR NOT. Specifically, and not to limit the foregoing, licensor makes no representations or warranties (i) regarding the merchantability or fitness for a particular purpose of the Data, (ii) that the use of the Data will not infringe any patents, copyrights or other intellectual property rights of a third party, and (iii) that the use of the Data will not cause any damage of any kind to you or a third party.

Limitation of Liability

Because this Data License Agreement qualifies as a donation, according to Section 521 of the German Civil Code (Bürgerliches Gesetzbuch – BGB) Licensor as a donor is liable for intent and gross negligence only. If the Licensor fraudulently conceals a legal or material defect, they are obliged to compensate the Licensee for the resulting damage. Licensor shall be liable for loss of data only up to the amount of typical recovery costs which would have arisen had proper and regular data backup measures been taken. For the avoidance of doubt Licensor shall be liable in accordance with the German Product Liability Act in the event of product liability. The foregoing applies also to Licensor’s legal representatives or assistants in performance. Any further liability shall be excluded. Patent claims generated through the usage of the Data cannot be directed towards the copyright holders. The Data is provided in the state of development the licensor defines. If modified or extended by Licensee, the Licensor makes no claims about the fitness of the Data and is not responsible for any problems such modifications cause.

No Maintenance Services

You understand and agree that Licensor is under no obligation to provide either maintenance services, update services, notices of latent defects, or corrections of defects with regard to the Data. Licensor nevertheless reserves the right to update, modify, or discontinue the Data at any time.

Defects of the Data must be notified in writing to the Licensor with a comprehensible description of the error symptoms. The notification of the defect should enable the reproduction of the error. The Licensee is encouraged to communicate any use, results, modification or publication.

Publications using the Data

You acknowledge that the Data is a valuable scientific resource and agree to appropriately reference the following paper in any publication making use of the Data.


  title     = {Learning joint reconstruction of hands and manipulated objects},
  author    = {Hasson, Yana and Varol, G{\"u}l and Tzionas, Dimitrios and Kalevatykh, Igor and Black, Michael J. and Laptev, Ivan and Schmid, Cordelia},
  booktitle = {CVPR},
  year      = {2019}