Published October 25, 2022 | Version 0.1.0
Video/Audio Open

Agonistic Rabbit Action Detection/Classification

  • 1. Ghent University
  • 2. Institute for Agricultural and Fisheries Research (ILVO),

Description

Sample data for rabbit doe behavior analysis in group housing.

'Raw Video Files' contains 6 hours of continuous video from Camera 1 (6 video files spearated 1h each). 

'Action Clips' contains segmented agonistic action clips from the raw video files (Camera 1, 6hours only).

'COCO Annotations - Rabbits' contains images and the COCO format annotations used to train Keypoint RCNN model.

'Model Weights' contains final ANN model weights for both Keypoint RCNN model and Resnet50 (re-identification) model.

'Camera 1 - 6h - Agonistic Behaviors' contains agonistic action detections for 6 hours in Camera 1.  

'Tracker_Cam_11_Action_18.mp4' is a random sample of tracked group-housed rabbits.

Files

Action Clips.zip

Files (4.4 GB)

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md5:5116ac3e86695f05c1cc746be81b623e
834.1 MB Preview Download
md5:35d87bed8e4b6492d5104a6bbbf614e9
12.3 kB Download
md5:48157f3bccc3a10505c033d4ad41cd42
77.8 MB Preview Download
md5:e80588d576ab3d3faa58731911024193
552.3 MB Preview Download
md5:bb80474d0bd444abba7184878f26e0a4
2.9 GB Preview Download
md5:2c2eff2bfad0ebfee7e06cb161dc3b55
26.9 MB Preview Download

Additional details

Related works

Is cited by
Publication: 10.1038/s41598-023-41104-6 (DOI)