Projects: DSP
Bird Song Classifier with Vision Transformer
A continuation of the Bird Song Classifier with Machine Learning project by utilizing a vision transformer to classify bird species based on bird songs/calls. Python programming language is used with HuggingFace Transformers and Tensorflow as the primary machine learning libraries.
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Bird Song Classifier with Transfer Learning
A continuation of the Bird Song Classifier with Machine Learning project by utilizing transfer learning techniques to classify bird species based on bird songs/calls. Python programming language is used with HuggingFace Transformers and Tensorflow as the primary machine learning libraries.
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Bird Song Classifier with Machine Learning
Utilizing various machine learning algorithms (traditional, shallow neural networks, and deep neural networks) to classify bird species based on bird songs/calls. Data was sourced from the BirdCLEF 2023 kaggle competition, and all data cleaning, analysis, and model building were conducted using the Python programming language.
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