Datasets:

JayRay5
/

cyprus-fish-dataset

dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': apogon_imberbis
            '1': epinephelus_marginatus
            '2': pempheris_vanicolensis
            '3': sparisoma_cretense
            '4': thalassoma_pavo
  splits:
    - name: train
      num_bytes: 1109944
      num_examples: 230
    - name: test
      num_bytes: 306316
      num_examples: 62
  download_size: 1338703
  dataset_size: 1416260
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
license: cc-by-nc-4.0

🐟 Cyprus Fish Dataset

Dataset Summary

This dataset consists of images of various fish species that live around Cyprus Island. Images have been sourced from Google Images to build a classification model.

Due to the limited amount of samples per class, the data has been split into training and testing sets to facilitate reproducible research.

This dataset covers 5 species:

🐟 Species overview

Apogon Imberbis

Epinephelus Marginatus

Pempheris Vanicolensis

Sparisoma Cretense

Thalassoma Pavo

Supported Tasks

Image Classification: The dataset is structured in folders (ImageFolder format), making it compatible with torchvision.datasets.ImageFolder and Hugging Face datasets.

Dataset Structure

The dataset follows the standard ImageFolder structure:

data/
├── train/
│   ├── apogon_imberbis/
│   ├── epinephelus_marginatus/
│   ├── pempheris_vanicolensis/
│   ├── sparisoma_cretense/
│   └── thalassoma_pavo/
└── test/
    ├── apogon_imberbis/
    ├── epinephelus_marginatus/
    ├── pempheris_vanicolensis/
    ├── sparisoma_cretense/
    └── thalassoma_pavo/

Disclaimer: The copyright of the images belongs to their respective owners. I do not own the rights to these images.

If you are a copyright holder and wish for your image to be removed, please open a Discussion or PR, and I will remove it immediately.
This dataset is released under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. Users should not use this dataset for commercial products.