/phytoplankton-classification

🐛 Classification of phytoplankton images taken through flow cams using ML techniques

Primary LanguagePython

Phytoplankton Image Classification

Classification of phytoplankton images taken through flow cams using ML techniques

High level goals

  • Extract images, data wrangling, etc.
  • Design an image recognition, convolutional neural network.
  • Train the CNN, test the output. (Lots of number crunching.)
  • Tweak the CNN architecture/structure, hyperparameters, etc.
  • Repeat CNN design, training, and testing until we feel that it's "good enough".
  • Hopefully publish.

First steps

Read through previous Kaggle winner writeup.