The Eyelashes dataset is the first publicly available dataset of 3D eyelashes containing a total of 56 subjects.

The dataset is intended to be used for evaluation, validation, or training models to predict eyelashes information on images, meshes, texts or videos. A detailed description of the dataset can be found on our 

 page. The license conditions are mentioned on the 

Documents and papers that report on research that uses the Eyelashes Dataset must acknowledge the use of the dataset by including an appropriate citation to the following:

Glenn Kerbiriou, Quentin Avril, Marchal, Maud. « 3D Reconstruction and Semantic Modeling of Eyelashes” Eurographics (2024)

It would be highly appreciated if this use was shared with Interdigital, at this address: 

, with “Eyelashes” in the subject of your email.

The Eyelashes Dataset contains 56 subjects. Each subject is composed by:

the left-side face skin mesh (untextured)

We leveraged the dataset of posed eyes built by Kerbiriou et al. [KADM22], containing more than 2k eye region scans among 57 volunteers (41 males and 16 females from 21 to 67 years old). Each eye region is reconstructed using photogrammetry from 12 views and registered with a template mesh. For each volunteer, 36 eye poses (9 different gaze angles combined with 4 different eye apertures) are reconstructed allowing for geometrically accurate rigging by tri-linear interpolation (horizontal gaze angle, vertical gaze angle and eye aperture). In this work, only the neutral eye pose is considered which corresponds to forward gaze and eye normally open. The neutral pose contains indeed enough information about eyelashes since they move rigidly with their attachment point due to their small length. Both images and 3D information are used to reconstruct the eyelashes.

[KADM22] KERBIRIOU, GLENN, AVRIL, QUENTIN, DANIEAU, FABIEN, and MARCHAL, MAUD. “Detailed Eye Region Capture and Animation”. Computer Graphics Forum (2022). ISSN: 1467-8659. DOI: 10.1111/cgf.14642 1, 4, 10, 12.

To get the data, you are asked to supply your 

name, affiliation, email address and intended use of the dataset

You will receive instructions on how to download the dataset via this email address. We may store the data you supplied to contact you later about benchmark related matters. The data will not be used in any other way.

To download the Eyelashes Dataset please send an email to 

By doing this you irrevocably agree to all provision of the license agreement on this page.

This Limited Content Evaluation License Agreement (the “Agreement”) is entered into as of your first download of the Content (“Effective Date”)

The following limited Content evaluation license agreement (“the Agreement”) constitute an agreement between you (the “Licensee”) and InterDigital R&D France, a company existing and organized under the laws of France with its registered offices located at 845A Avenue des champs blancs 35510 Cesson-Sévigné, FRANCE (hereinafter “InterDigital”)

This Agreement governs the download and use of the Content (as defined below). Your use of the Content is subject to the terms and conditions set forth in this Agreement. By installing, using, accessing or copying the Content, you hereby irrevocably accept the terms and conditions of this Agreement. If you do not accept all or parts of the terms and conditions of this Agreement you cannot install, use, access nor copy the Content.

 as used herein shall mean any entity that, directly or indirectly, through one or more intermediates, is controlled by, controls, or is under common control with InterDigital or Licensee, as the case may be. For purposes of this definition only, the term “control” means the possession of the power to direct or cause the direction of the management and policies of an entity, whether by ownership of voting stock or partnership interest, by contract, or otherwise, including direct or indirect ownership of more than fifty percent (50%) of the voting interest in the entity in question.

 means any use of the Content for research on the Content and evaluation of the Content exclusively, and academic research using Content without any commercial use. For the avoidance of doubt, a commercial use includes, but is not limited to:

- development of commercial systems, including the training of any artificial intelligence model using the Content, except for a model that would be used for fundamental research only

- proving the efficiency of commercial systems,

- using screenshots of data from the Content in advertisements,

- selling the Content or part of the Content or provide services using the Content, including if the Content is included in a larger content that would be distributed by You

 means the copyrighted material that is provided with this license as described in exbhiti A and any documentation related. Such content may be owned by InterDigital directly or owned by a third Party that InterDigital contracted with in order to distribute such content.

 means all copyright recognized in any jurisdiction worldwide, including all applications and registrations with respect thereto. For the avoidance of doubt, in this agreement, Intellectual Property Rights does not include patent or any similar right that would protect an invention.

Subject to compliance with the terms and conditions set forth in this Agreement, InterDigital hereby grants to Licensee a personal, non-transferrable, non-sub-licensable, worldwide, royalty free license under InterDigital owned or controlled Intellectual Property Right to use the Content solely for the Authorized Purpose.

Such license does include the right to modify and adapt the Content only for the Authorized Purpose and with a deliverance to InterDigital of any modified or adapted Content with explanation on the modification or adaptation provided.

Title to and ownership of the Content the Content shall, at all times, remain with InterDigital. Licensee agrees that except for the rights granted on copyright on the Content by this Section 2 above, in no event does anything in this Agreement grant, provide or convey any other rights, immunities or interest in or to any rights (including especially patents) of InterDigital or any of its Affiliates whether by implication, estoppel or otherwise.

Article 3. Restrictions on use of Content

The use of the Content shall be restricted to employees of Licensee who (i) have acknowledged the restrictions set out hereunder, and (ii) have a need to know solely for the Authorized Purpose;

Licensee shall not copy the Content other than as strictly required for the Authorized Purpose.

No part of the Content nor any copy thereof shall be: (i) shared or disclosed in any way by Licensee or any employee of Licensee to any third party nor (ii) used for another purpose than the Authorized Purpose.

Licensee shall not remove, obscure or modify any copyright, trademark or other proprietary rights notices, marks or labels contained on or within the Content, falsify or delete any author attributions, legal notices or other labels of the origin or source of the Content. Without prior written approval from InterDigital, the Content in whole or in part, shall not be further distributed, published, copied, or disseminated in any way or form whatsoever. For the avoidance of any doubt, this prohibition does not include further distributing, copying or disseminating to a different facility or organizational unit in the same requesting university, organization, or company.

The Content is supplied "as is" and without any warranty of any kind, expressed or implied, including but not limited to any warranty for accuracy or performance, fitness for a general or particular purpose or any warranty arising by statute or by law, or non-infringement of any third parties’ rights.

Licensee shall indemnify, defend and hold InterDigital and any owner of the Content harmless from any and all claims arising from Licensee’s use of the Content in breach with this agreement.

InterDigital permits publication (paper or web-based) of the data for scientific purposes only. Any other publication without scientific and academic value is strictly prohibited.

Any publication or oral communication regarding and/or using the Content shall be elaborated in good faith and shall not be driven by a deliberate will to denigrate InterDigital or any of its products. In any publication and on any support joined to an oral communication (for instance a PowerPoint document) resulting from the use of the Content, the following statement/citation shall be inserted:

The content was provided by InterDigital and is described in the following publication:

author = {Kerbiriou, Glenn and Avril, Quentin and Marchal, Maud},

title = {3D Reconstruction and Semantic Modeling of Eyelashes},

In any oral communication resulting from the use of the Content, the Licensee shall orally indicate that the Content is InterDigital‘s copyrighted material.

Article 6. Effective date; term and termination

The present Agreement becomes effective as of the date of the first download of the Content (“Effective Date”) and for the Limited Period.

This Agreement may also be terminated by InterDigital at any time for any reason upon notice to Licensee. Upon termination or expiration of the Agreement, the Content shall be deleted within thirty (30) days of such termination or expiration and shall be accompanied by written certification to InterDigital that all copies of the Content in any form have been deleted. This shall not apply to copies which must be stored by Licensee according to mandatory law.

Regardless of the place of execution, delivery, performance, or any other aspect of this Agreement this Agreement shall be governed and construed in accordance with the laws of France without regard to conflicts of law principles. In case of a dispute that could not be settled amicably, the First instance civil court of Paris shall be exclusively competent