/life-in-sea

Life in sea images

Apache License 2.0Apache-2.0

life-in-sea Image Classification dataset

Photographs of Life in sea as jpg images

sealife_annotated.csv file contains the following features:

  1. file_name: str [unique values] - image file name
  2. land_visible: bool [True,False] - True if land is visible, False otherwise
  3. seabed_visible: bool [True,False] - True if seabed is visible, False otherwise
  4. tentacles: str ['present', 'not present'] - present if tectacles are there, not present otherwise
  5. legs: str ['present', 'not present'] - present if legs are there, not present otherwise
  6. shell: str ['present', 'not present'] - present if shell is there, not present otherwise

Annotations are made manually.

This dataset can be used for multi-target image classification.

Once targets are defined, all other features can be used as metadata to help improve the model.

sealife_labels.jpg explores class distribution among features.

image