Automatic identification of the endangered hawksbill sea turtle behavior using deep learning and cross-species transfer learning

The accelerometer, an onboard sensor, enables remote monitoring of animal posture and movement, allowing researchers to deduce behaviors. Despite the automated analysis capabilities provided by deep learning, data scarcity remains a challenge in ecology. We explored transfer learning to classify beh