CPPE-5

Medical Personal Protective Equipment Dataset

Dataset Information
Modalities
Images
Languages
English
Introduced
2021
License
Unknown
Homepage
Official Website
Contents

Overview

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)

Variants: CPPE-5

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Object Detection Localization Distillation CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection RegNet CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection VarifocalNet CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection TridentNet CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Empirical Attention CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Double Heads CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Deformable Convolutional Network CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection FSAF CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Deformable DETR CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Grid RCNN CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection FCOS CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Faster RCNN CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection Sparse RCNN CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection RepPoints CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection YOLOv3 CPPE-5: Medical Personal Protective Equipment … 2021-12-15
Object Detection SSD CPPE-5: Medical Personal Protective Equipment … 2021-12-15

Research Papers

Recent papers with results on this dataset:

External Links: