Datasets

Google Drive datasource

https://drive.google.com/drive/folders/105PmxDKFUR6NCPLHBkXGdkfcZwWf9ABI?usp=drive_link

This includes

• bee videos from the 👁️‍🗨️Entrance Observer, may 2024. 640x480, 10sec clips ~ 1h of videos in total, 1.1GB

• inspections of the beehive frames (no annotations, JPG, ~15MP) in 2019, 2020, 2021 years

• queen images (from internet)

• queen cups (from internet)

• varroa (from internet)

Related resources that could be used

• Current bee detection model uses yolo v5 weights from
  
  https://universe.roboflow.com/matt-nudi/honey-bee-detection-model-zgjnb

• Datasets from the Brno team:
  
  https://www.kaggle.com/datasets/imonbilk/bee-dataset-but-1
  
  https://www.kaggle.com/datasets/imonbilk/bee-dataset-but-2
  
  https://www.kaggle.com/datasets/imonbilk/bee-dataset-but-hs

• roboflow datasets (with annotations)
  
  https://universe.roboflow.com/search?q=varroa

• inaturalist datasets
  
  https://www.inaturalist.org/observations?place_id=any&taxon_id=54328
  
  https://www.inaturalist.org/observations?place_id=any&taxon_id=47219

• Beekeeping facebook, twitter, telegram groups post lots of photos that you could use to compose own dataset