Classifies a bird's species using a neural network in tensorflow..
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Updated
Mar 28, 2018 - Jupyter Notebook
Classifies a bird's species using a neural network in tensorflow..
Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.
Code used for my final project in Computer Vision at Texas State University, Spring 2019
Experiment testing the feasibility of individual bird recognition from audio recordings
Polish bird species recognition - Bird song analysis and classification. Women in Machine Learning & Data Science project.
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.
Explores jigsaw puzzles solvinig as pre-text task for fine grained classification for bird species identification (Implemented with pyTorch)
Source code for BMBF InnoTruck demo of BirdNET.
Bird Classifier developped in tensorflow using pre-trained model from Tensorflow Hub and running on Google Colab
Fine-grained species classification
Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]
Southern African Bird Call Audio Identification Challenge
MVA - Kaggle Challenge - Bird Image Recognition
There are about 10,000 different bird species in the world, and they play an important role in the natural world. They serve as good indicators of declining habitat quality and pollution. It is often easier to hear birds than it is to see them. Bird_CLEF 2021 - Birdcall Identification is a Kaggle competition organized by The Cornell Lab of Ornit…
BirdNET as a systemd service with other features.
Signature Work @ DKU: Large Scale Bird Sound Recognition in China Region
Applications to identify birds based on their appearance and taxonomy
New is not always better: a comparison of two image classification networks (ResNet-50 vs ConvNeXt).
Bird Sound Recognize
Selected Topics in Visual Recognition using Deep Learning, NYCU. CodaLab competition - Bird images classification
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