plankton-dsg-challenge

Repository for the Rapid identification of plankton using machine learning challenge with CEFAS, the November/December 2021 Data Study Group.

People

• Challenge owner: Sophie Pitois (Cefas)
• PIs: Alejandro Coca Castro, Beatriz Costa Gomes, Evangeline Corcoran (Turing)
• Facilitators: Aida Mehonic, David Salvador

People also with access to the data safe haven:

• From the Turing: Ed Chalstrey, Oliver Strickson, Scott Hosking
• From Cefas: James Scott, Phil Culverhouse, Robert Blackwell

Structure

Challenge

• Contains the long description of the challenge, and any additional information.

Notebooks

• Instructions to prepare the environment to run the notebooks
• Jupyter notebooks to explore the metadata
• Jupyter notebooks using scivision to handle the data hosted in Azure

Metadata

• CSV files with the information regarding the challenge data, before (../data/raw/) and after (../data/processed/) being split into training and testing datasets, using the script available in ../src/