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Datasets/CPPE-5

CPPE-5

Medical Personal Protective Equipment Dataset

ImagesIntroduced 2021-12-15

CPPE - 5 (Medical Personal Protective Equipment) is a new challenging dataset with the goal to allow the study of subordinate categorization of medical personal protective equipments, which is not possible with other popular data sets that focus on broad level categories.

Some features of this dataset are:

high quality images and annotations (~4.6 bounding boxes per image)
real-life images unlike any current such dataset
majority of non-iconic images (allowing easy deployment to real-world environments)

Benchmarks

16k/box AP 16k/AP50 16k/AP75 16k/APS 16k/APM 16k/APL 2D Classification/box AP 2D Classification/AP50 2D Classification/AP75 2D Classification/APS 2D Classification/APM 2D Classification/APL 2D Object Detection/box AP 2D Object Detection/AP50 2D Object Detection/AP75 2D Object Detection/APS 2D Object Detection/APM 2D Object Detection/APL 3D/box AP 3D/AP50 3D/AP75 3D/APS 3D/APM 3D/APL Object Detection/box AP Object Detection/AP50 Object Detection/AP75 Object Detection/APS Object Detection/APM Object Detection/APL

Statistics

Papers: 2
Benchmarks: 30

Links

Tasks

16k 2D Classification 2D Object Detection 3D Object Detection