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  BackHome19K is the first comprehensive seashell image dataset specifically created for ecosystem-level classification—distinguishing between shells from the Pacific and Caribbean coasts—rather than traditional taxonomic identification.
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- The dataset includes 19,058 high-quality images of 516 marine mollusk species, collected with the support of the School of Biology at the University of Costa Rica. It features a wide range of gastropods and bivalves, from families such as Cypraeidae, Cassidae, Ostreidae, Veneridae, and others.
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  This collection addresses the challenge of visually similar species across different ecosystems and supports research in geographic origin inference, morphological pattern analysis, and marine biodiversity.
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  ## Dataset Details
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  - Total number of images: [19,058]
 
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  - Number of species: [516]
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  - Geographic Regions: Caribbean and Pacific from Costa Rica
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  - Image sources: Publicly available images from various online sources
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  - Image Format: JPEG/JPG/PNG
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  - Partitioning: The dataset is split into train, val, and test folders for supervised learning tasks.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Download the Dataset
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  author = {FIFCO},
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  year = {2024},
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  publisher = {Hugging Face},
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- url = {}
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  }
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  ```
 
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  BackHome19K is the first comprehensive seashell image dataset specifically created for ecosystem-level classification—distinguishing between shells from the Pacific and Caribbean coasts—rather than traditional taxonomic identification.
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+ The dataset includes 19,058 high-quality images of 516 marine mollusk species, from within 84 families, collected with the support of the School of Biology at the University of Costa Rica. It features a wide range of gastropods and bivalves, from families such as Cypraeidae, Cassidae, Ostreidae, Veneridae, and others.
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  This collection addresses the challenge of visually similar species across different ecosystems and supports research in geographic origin inference, morphological pattern analysis, and marine biodiversity.
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  ## Dataset Details
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  - Total number of images: [19,058]
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+ - Number of families: [84]
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  - Number of species: [516]
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  - Geographic Regions: Caribbean and Pacific from Costa Rica
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  - Image sources: Publicly available images from various online sources
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  - Image Format: JPEG/JPG/PNG
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  - Partitioning: The dataset is split into train, val, and test folders for supervised learning tasks.
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+ - List of families:
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+ - Acmaeidae
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+ - Acteonidae
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+ - Architectonicida
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+ - Architectonicidae
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+ - Arcidae
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+ - Areneidae
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+ - Batillariidae
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+ - Buccinidae
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+ - Bullidae
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+ - Bursidae
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+ - Calliostomatidae
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+ - Calyptraeidae
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+ - Cardiidae
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+ - Carditidae
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+ - Cassidae
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+ - Cerithiidae
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+ - Chamidae
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+ - Chamidae_Pseudochama
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+ - Charoniidae
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+ - Columbellidae
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+ - Conidae
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+ - Corbulidae
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+ - Crassatellidae
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+ - Cymatiidae
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+ - Cypraeidae
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+ - Cyrenidae
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+ - Cyrenoididae
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+ - Cystiscidae
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+ - Donacidae
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+ - Dreissenidae
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+ - Ellobiidae
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+ - Fasciolariidae
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+ - Ficidae
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+ - Fissurellidae
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+ - Glycymerididae
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+ - Gryphaeidae
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+ - Harpidae
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+ - Hipponicidae
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+ - Isognomonidae
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+ - Janthinidae
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+ - Limidae
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+ - Littorinidae
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+ - Lottiidae
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+ - Lucinidae
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+ - Mactridae
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+ - Margaritidae
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+ - Melongenidae
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+ - Mitridae
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+ - Modulidae
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+ - Muricidae
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+ - Mytilidae
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+ - Nassariidae
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+ - Naticidae
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+ - Neritidae
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+ - Noetiidae
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+ - Olividae
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+ - Ostreidae
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+ - Ovulidae
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+ - Pectinidae
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+ - Personidae
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+ - Pinnidae
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+ - Pisaniidae
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+ - Planaxidae
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+ - Plicatulidae
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+ - Psammobiidae
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+ - Pteriidae
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+ - Ranellidae
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+ - Semelidae
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+ - Siphonariidae
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+ - Solecurtidae
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+ - Spondylidae
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+ - Strombidae
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+ - Tegulidae
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+ - Tellinidae
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+ - Terebridae
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+ - Tonnidae
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+ - Triviidae
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+ - Trochidae
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+ - Turbinellidae
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+ - Turbinidae
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+ - Turritellidae
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+ - Ungulinidae
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+ - Veneridae
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+ - Volutidae
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  ## Download the Dataset
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  author = {FIFCO},
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  year = {2024},
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  publisher = {Hugging Face},
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+ url = {https://huggingface.co/datasets/FIFCO/BackHome19K}
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  }
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  ```