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Models

Some of the models that we trained

Bee detection​

https://github.com/Gratheon/models-bee-detector/ https://github.com/Gratheon/entrance-observer/tree/main/weights

BeePose​

https://github.com/Gratheon/models-beepose2

Varroa-on-bee detection​

https://github.com/Gratheon/models-varroa-on-bee

In-house model and microservice for detecting varroa mites directly on bees in hive images. It is integrated in our pipeline (web-app -> graphql-router -> image-splitter -> models-varroa-on-bee) and returns bounding boxes over HTTP.

Highlights:

  • Dedicated varroa_on_bee detections (not only hive-bottom mites)
  • Simple API (POST / with multipart/form-data image upload)
  • Health endpoint for operations (GET /health)

Validation metrics (varroa_model5, best.pt):

Varroa-on-bee detection example