Datasets:
| language: | |
| - en | |
| license: other | |
| task_categories: | |
| - image-classification | |
| tags: | |
| - marine-biology | |
| - shellfish | |
| - biodiversity | |
| - anonymous-review | |
| size_categories: | |
| - n<1K | |
| pretty_name: ShellFishNet Review | |
| # ShellFishNet Review | |
| ShellFishNet Review is an anonymous 30-image preview sampled from 30 distinct classes in the formal ShellFishNet dataset. The full dataset contains 40,130 reviewed images across 100 marine and coastal shellfish classes, with acquisition/observation groups kept separate across the 32,143 training, 4,029 validation, and 3,958 test images. | |
| This preview was selected with a fixed random seed for peer review and is not a new benchmark split. All images are copied directly from the formal dataset without modification; `data/metadata.csv` retains the source attribution, item-level license, license URL, source URL, and integrity hash for each image. | |
| ```python | |
| from datasets import load_dataset | |
| review = load_dataset("imagefolder", data_dir="data") | |
| ``` | |
| Images remain subject to their recorded CC0, CC BY, or CC BY-SA source licenses. This preview is intended for research review and does not replace the complete ShellFishNet release. | |