Automated loss of equilibrium detection system combining DeepLabCut and AI-based image analysis (IMAGE)

Institute of Transformative Bio-Molecules (ITbM), Nagoya University

Automated loss of equilibrium detection system combining DeepLabCut and AI-based image analysis

Caption

Left: DeepLabCut automatically tracks keypoints of the medaka’s body and detects the moment when the fish experiences loss of equilibrium (LOE) with AI-based image-classification technology. Right: Analysis workflow from video input to output of keypoint coordinates and loss-of-equilibrium state.

Credit

WPI-ITbM

Usage Restrictions

Credit must be given to the creator.

License

CC BY

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.