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PhD Student on the automatic identification of sea turtle behaviors from accelerometer using #Deeplearning. Looking for PostDoc. #biologging, #conservation
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Automatic identification of immature green turtle behavior from accelerometer reveals key marine conservation area in the Caribbean
Accelerometer records animal movement & body posture. Signal interpretation can be difficult & limits its use on
We deployed multi-sensor recorders (accelerometer, gyroscope and time-depth recorder) combined with animal-borne video-recorder to validate the signal on immature green turtles in Martinique.
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From labelled signals, we trained a
, to automatically identify green turtle
🚩High ability to detect behaviors with low discriminative signals such as Feeding and Scratching, and precision down to one centi-second.
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