An endothelial monolayer with leukocytes annotated for classification with bounding boxes for YOLO

Creators
Publication date 2021
Description Movies of leukocyte TEM generated by Max Grönloh (Sanquin Research) were used as input for deep learning analysis with YOLO on the ZeroCostDL4Mic platform. Bounding boxes generated with Makesense.ai by Guusje Mouton. After training, an unseen dataset was analysed. For results see: 'Filmpje_Predictions_YOLO.gif' The result shows a large number of false negatives, which can potentially be improved by increasing the volume of training data.
Publisher Zenodo
Organisations
  • Faculty of Science (FNWI) - Swammerdam Institute for Life Sciences (SILS)
Document type Dataset
DOI https://doi.org/10.5281/zenodo.5024988
Other links https://zenodo.org/record/5024988
Permalink to this page
Back