Dataset Open Access

VarroaDataset

Schurischuster Stefan; Martin Kampel

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 (1.2 GB)
Name Size
gt.csv
md5:46889d2689eac833c6eb89a95085b8ef
1.2 MB Download
test.zip
md5:a510921655dae21c10b5389fa0cfeef5
291.7 MB Download
train.zip
md5:87cb443aa28650ef34e83b2d1b3fa26d
703.4 MB Download
val.zip
md5:631318f802b059e5274b0b26c4c0a593
163.1 MB Download
  • 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.

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