Harmful algal bloom (HAB) species detection
Classify plankton as a HAB-causing species or not based on images.
Files in plankton_images_tfds form the tfds dataset format which allows the following:
# Import and initialize dataset
import plankton_images_tfds
# load dataset the first time
ds, info = tfds.load('plankton_images_tfds', as_supervised=True, with_info=True)hab.ipynb is Jupyter Notebook with data loading, hyperparameter optimization, k-fold cross validation and training, testing, and evaluation pipeline.
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