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Duplicate boxes with unique labels make the problem too complex for the model. What I suggest is you use the horse face detection model to get a bounding box of the horse's face, crop the face image and use that image as a training sample for a separate classification model. I have seen this method used often in human identification, and dividing the tasks/...

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