Datasets:
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README.md
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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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```
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