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MetaDent App

This app provides a simple interface for annotating images with:

  1. An overall description of the image,
  2. A list of free-text labels, each associated with segmentation(s).

It also supports plugin-server, allowing integration with external models for auto-labeling.

More can be found at the documentation page.

label-interface

About MetaDent

MetaDent is an intra-oral image dataset, benchmark, and an annotation app for vision-language tasks in dentistry. This application is part of the MetaDent project.

More details can be found in:

MetaDent: Labeling Clinical Images for Vision-Language Models in Dentistry
Meng-Xun Li†, Wen-Hui Deng†, Zhi-Xing Wu, Chun-Xiao Jin, Jia-Min Wu, Yue Han, James Kit Hon Tsoi, Gui-Song Xia*, Cui Huang*
Journal of Dental Research, 2026.
[Paper Link] [Project Page]

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An image annotation app for semi-structured vision-language labeling

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