bird-species-classification topic
bird_species_classification
Supervised Classification of bird species :bird: in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]
bird-species-classification
Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.
self_supervised_bird_classification
Explores jigsaw puzzles solvinig as pre-text task for fine grained classification for bird species identification (Implemented with pyTorch)
birds
Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.
birdbrain
Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.
PyHa
A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Methods range from DSP based foregr...