UCSD-E4E / acoustic-multiclass-training

Data processing and training pipeline for classifying bird species by sound
GNU General Public License v3.0
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Add resampling #86

Closed sprestrelski closed 1 year ago

sprestrelski commented 1 year ago

Resampling might be a useful feature for a long-tailed distribution, as the validation mAP has a strange drop off at the start of every epoch Kenya value counts distribution (from BirdCLEF2023) image image

Peru value counts distribution (Xeno-canto Madre de Dios region) image