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--- |
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dataset_info: |
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features: |
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- name: image |
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dtype: image |
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- name: label |
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dtype: |
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class_label: |
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names: |
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'0': apogon_imberbis |
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'1': epinephelus_marginatus |
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'2': pempheris_vanicolensis |
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'3': sparisoma_cretense |
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'4': thalassoma_pavo |
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splits: |
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- name: train |
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num_bytes: 1109944 |
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num_examples: 230 |
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- name: test |
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num_bytes: 306316 |
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num_examples: 62 |
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download_size: 1338703 |
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dataset_size: 1416260 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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license: cc-by-nc-4.0 |
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--- |
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# 🐟 Cyprus Fish Dataset |
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## Dataset Summary |
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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. |
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Due to the limited amount of samples per class, the data has been split into training and testing sets to facilitate reproducible research. |
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This dataset covers 5 species: |
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<div align="center"> |
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<h3>🐟 Species overview </h3> |
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<table> |
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<tr> |
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<td align="center"> |
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<img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_apogon_imberbis.jpg" width="150" height="150" style="object-fit: cover;"/> |
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<br> |
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<b>Apogon Imberbis</b> |
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</td> |
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<td align="center"> |
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<img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_epinephelus_marginatus.jpg" width="150" height="150" style="object-fit: cover;"/> |
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<br> |
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<b>Epinephelus Marginatus</b> |
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</td> |
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<td align="center"> |
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<img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_pempheris_vanicolensis.jpg" width="150" height="150" style="object-fit: cover;"/> |
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<br> |
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<b>Pempheris Vanicolensis</b> |
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</td> |
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<td align="center"> |
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<img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_sparisoma_cretense.jpg" width="150" height="150" style="object-fit: cover;"/> |
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<br> |
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<b>Sparisoma Cretense</b> |
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</td> |
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<td align="center"> |
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<img src="https://huggingface.co/datasets/JayRay5/cyprus-fish-dataset/resolve/main/preview_thalassoma_pavo.jpg" width="150" height="150" style="object-fit: cover;"/> |
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<br> |
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<b>Thalassoma Pavo</b> |
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</td> |
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</tr> |
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</table> |
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</div> |
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## Supported Tasks |
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- **Image Classification:** The dataset is structured in folders (ImageFolder format), making it compatible with `torchvision.datasets.ImageFolder` and Hugging Face `datasets`. |
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## Dataset Structure |
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The dataset follows the standard `ImageFolder` structure: |
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```bash |
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data/ |
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├── train/ |
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│ ├── apogon_imberbis/ |
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│ ├── epinephelus_marginatus/ |
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│ ├── pempheris_vanicolensis/ |
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│ ├── sparisoma_cretense/ |
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│ └── thalassoma_pavo/ |
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└── test/ |
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├── apogon_imberbis/ |
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├── epinephelus_marginatus/ |
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├── pempheris_vanicolensis/ |
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├── sparisoma_cretense/ |
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└── thalassoma_pavo/ |
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``` |
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**Disclaimer:** The copyright of the images belongs to their respective owners. I do not own the rights to these images. |
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- 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. |
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- 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. |
