ORCASEIS

This project aims to develop an ML orca unsupervised and supervised classifier ysing hydrophone and DAS data.

Project team:

Data

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data		data
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
cnn.ipynb		cnn.ipynb
cnn_pytorch.ipynb		cnn_pytorch.ipynb
cnn_tensorflow.ipynb		cnn_tensorflow.ipynb
creating_spectrograms.ipynb		creating_spectrograms.ipynb
data_cleaning.ipynb		data_cleaning.ipynb
data_preparation.ipynb		data_preparation.ipynb
feature_extraction.ipynb		feature_extraction.ipynb
features.csv		features.csv
metadata_analysis.ipynb		metadata_analysis.ipynb
output_file.csv		output_file.csv
overlapping_spect0.png		overlapping_spect0.png
overlapping_spect2.png		overlapping_spect2.png
overlapping_spect4.png		overlapping_spect4.png
plot_first_orca_data-from-wav.ipynb		plot_first_orca_data-from-wav.ipynb
plot_first_orca_data.ipynb		plot_first_orca_data.ipynb
test.ipynb		test.ipynb
test_svc_classifier.ipynb		test_svc_classifier.ipynb
unsupervised_clustering.ipynb		unsupervised_clustering.ipynb
wav_data_analysis.ipynb		wav_data_analysis.ipynb
wav_files_paths.csv		wav_files_paths.csv
wavform_exploration.ipynb		wavform_exploration.ipynb