Unsupervised Behavior Analysis and Magnification
using Deep Learning
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Analysis
Magnification
Disentanglement
Model
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Data
Suppl.&Code
Treated Animal
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The rat is able to properly grasp the sugar pellet and our model correctly identifies those grasps as healthy.
Untreated Animal
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The rat either rests the paw on the shelf or pull the sugar without properly grasp. Our model correctly classifies the pulling action as impaired.
Explanation
CompVis Group
| Biagio Brattoli, Uta Buechler, Bjoern Ommer