This dataset comprises four individual datasets taken from 500+ gynecologic laparoscopic surgeries for the task of automatic content analysis. The individual collections contain image classes depicting general surgical actions, anatomical structures, conducted actions on specific anatomy as well as examples of differing amounts of visible instruments. You are kindly requested to cite the original work that led to the creation of the dataset: https://doi.org/10.1145/3204949.3208127. The dataset is exclusively provided for scientific research purposes and as such cannot be used commercially or for any other purpose. If any other purpose is intended, you may directly contact the originator of the videos, Prof. Dr. Jörg Keckstein. Additionally, in order to be able to reproduce the results of the baseline evaluations conducted with publishing the dataset, mapping files for our exact 5-fold cross validation split are provided. For future updates as well as a more detailed dataset description including sample images, please visit the dataset's homepage: http://www.itec.aau.at/ftp/datasets/LapGyn4/.

{"references": ["https://doi.org/10.1145/3204949.3208127"]}