Datasets
Our datasetsā
Main source is available via Google Drive, mostly due to the size of the data. This includes:
- bee videos from the šļøāšØļø Entrance Observer, may 2024. 640x480 resolutions, 10sec clips ~ 1h of videos in total, 1.1GB
- inspections of the beehive frames (no annotations, JPG, ~15MP) in 2019, 2020, 2021, 2024 years
Mixed images of the internet and social mediaā
As source, used beekeeping facebook, twitter, telegram groups post lots of photos that you could use to compose own dataset. No copyrights ownership here, use at own risk
- queen images
- queen cups
- varroa miters
Related external resources that could be usedā
- 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