Published October 13, 2020
| Version 1.2.0
Dataset
Open
VarroaDataset
Description
The purpose of this dataset is to provide high resolution images (160x280px) of honeybees and the parasite Varroa destructor.
It was recorded in a controlled and constant environment.
The dataset consists of images of healthy bees (not infected with Varroa destructor) and infected bees (show Varroa destructor).
We further provide:
- ~13,500 manual annotations of honeybees infected with the parasite Varroa destructor.
- Predefined dataset splits into: train, test and validation subsets
Dataset Statistics:
- # of samples: 13,509
- # pos (infected): 3,947
- # neg (healthy): 9,562
- ratio [pos:neg]: 1 : 2.4
- resolution [w x h] : 160 x 280px
More details and usage information can be found on the respective github page
Files
gt.csv
Additional details
References
- Schurischuster, S., Zambanini, S., Kampel, M. and Lamp, B., 2016, December. Sensor study for monitoring varroa mites on honey bees (apis mellifera). In Visual Observation and Analysis of Vertebrate and Insect Behavior Workshop.