Update README.md

README.md

@@ -28,4 +28,74 @@ configs:
     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>🐟 Aperçu du Dataset / Dataset Preview</h3>
+  <table>
+    <tr>
+      <td align="center">
+        <img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_apognon.jpg" width="150" height="150" style="object-fit: cover;"/>
+        <br>
+        <b>Apognon</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_girelle_paon.jpg" width="150" height="150" style="object-fit: cover;"/>
+        <br>
+        <b>Girelle Paon</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>
+       </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/
+│   ├── apognon/
+│   ├── epinephelus_marginatus/
+│   ├── girelle_paon/
+│   ├── pempheris_vanicolensis/
+│   └── sparisoma_cretense/
+└── test/
+    ├── apognon/
+    ├── epinephelus_marginatus/
+    ├── girelle_paon/
+    ├── pempheris_vanicolensis/
+    └── sparisoma_cretense/
+```
+**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.