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Varroa-on-bee detection

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In-house model and microservice for detecting varroa mites directly on bees in hive images.

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

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