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Spectrogram segmentation for underwater noise classification

We use transfer learning on yolov7 to detect bounding boxes around potential dolphin whistles.

Results on REPMUS datasets

Data Type Training Labels Precision Recall [email protected]
REP23 430 0.59 0.50 0.31
REP23+aug 1300 0.66 0.69 0.55
REP23+21+aug 5000 0.79 0.69 0.77

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Underwater noise detection and classification with spectrogram segmentation.

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