README.md

---
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:
<div align="center">
  <h3>🐟 Species overview </h3>
  <table>
    <tr>
      <td align="center">
        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_apogon_imberbis.jpg" width="150" height="150" style="object-fit: cover;"/>
        <br>
        <b>Apogon Imberbis</b>
      </td>
      <td align="center">
        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_epinephelus_marginatus.jpg" width="150" height="150" style="object-fit: cover;"/>
        <br>
        <b>Epinephelus Marginatus</b>
      </td>
      <td align="center">
        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_pempheris_vanicolensis.jpg" width="150" height="150" style="object-fit: cover;"/>
        <br>
        <b>Pempheris Vanicolensis</b>
      </td>
      <td align="center">
        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_sparisoma_cretense.jpg" width="150" height="150" style="object-fit: cover;"/>
        <br>
        <b>Sparisoma Cretense</b>
      </td>
      <td align="center">
        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_thalassoma_pavo.jpg" width="150" height="150" style="object-fit: cover;"/>
        <br>
        <b>Thalassoma Pavo</b>
      </td>
    </tr>
  </table>
</div>

## 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:

```bash
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.