Datasets:

Anoynoumous0501
/

ShellfishNetReview

image_id stringlengths 13 72	class_id stringlengths 8 8	scientific_name stringlengths 12 23	original_split stringclasses 3 values	source_platform stringclasses 2 values	attribution stringlengths 4 69	license stringclasses 3 values	license_url stringclasses 4 values	source_url stringlengths 49 67	rights_verified bool 1 class	sha256 stringlengths 64 64	width int64 1.18k 2.05k	height int64 627 2.05k	scene_type stringclasses 2 values	review_status stringclasses 1 value
inat:118843365	MSN2-048	Oliva sayana	train	inaturalist	John Abrams	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/72845909	true	33db21153645d0257a6e8334a26b4d2ac9e2fb935700e4f8c34be1c010658396	2,048	1,155	controlled	reviewed
inat:576618842	MSN2-076	Conus ebraeus	validation	inaturalist	Robin White	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/319001527	true	43684776e240d2ded873ab3b0dc88e10fa5c4daffccd7e97dc2947e04259a2c4	2,048	1,155	intertidal	reviewed
inat:385267864	MSN2-099	Aporrhais pespelecani	train	inaturalist	Libby Keatley	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/217761096	true	c99f5ceb5ace9b255776aebc965ba5225d7cead41ea5d21db1943b8391b342de	2,048	1,536	intertidal	reviewed
inat:101915208	MSN2-014	Cerastoderma edule	train	inaturalist	Andra Waagmeester	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/63500185	true	e742ed0ade4765743140350892b738520ebf9c88da448648c4a6d18e8ba8a5e6	1,182	665	intertidal	reviewed
inat:590154616	MSN2-093	Lutraria lutraria	train	inaturalist	Yves Bas	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/325904464	true	0281e6f3ace6dd4dba66fd3031f22f5b2568cae99e9e03d8361307a02a8a6c9c	2,048	1,536	controlled	reviewed
inat:47658646	MSN2-100	Fasciolaria tulipa	train	inaturalist	Matt Schultz	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/30502555	true	8c9d5e2433ea7663a039a5572ef0d3ba58878cc88c77d6886a9dd17e8a5ffbd8	1,536	2,048	controlled	reviewed
inat:365842873	MSN2-074	Neoterebra dislocata	train	inaturalist	mikoikoi	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/206866305	true	85a0bd087c0969230a170233fe2b3fdd1df0a0e902f3af2fae9c53a93e8273d3	1,536	2,048	intertidal	reviewed
gbif-media:d962a7dc-2183-4824-bb88-5e0ba14ec62d:5e0bff9e82706ec1b1a97c4e	MSN2-051	Mopalia muscosa	validation	gbif	Naturalis Biodiversity Center; Naturalis Biodiversity Center Mollusca	cc0	http://creativecommons.org/publicdomain/zero/1.0/	https://data.biodiversitydata.nl/naturalis/specimen/RMNH.MOL.116125	true	6022b197be977397d4fa3250d5cbe6e5d4921913aeef97db62628f56989d52d8	1,920	1,277	controlled	reviewed
inat:31053171	MSN2-086	Mactra stultorum	train	inaturalist	Susan Marley	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/20134741	true	24529589fb7f4f714183e2651636b447cea750d60c4becc1a39ab273b92e146a	2,000	1,433	intertidal	reviewed
inat:581515252	MSN2-073	Melongena corona	train	inaturalist	Jeff Clark	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/321535601	true	c1558c6aa0be51821ee279b7b247bba00ab269a664761be8d55121a71d2e865b	1,536	2,048	intertidal	reviewed
inat:543443284	MSN2-001	Crassostrea virginica	train	inaturalist	Lore	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/301576102	true	9d670e3b623393ef8bd677d6825ebf0c1da1d7e83ad7affd4daaaa19bd179e10	2,048	627	intertidal	reviewed
inat:177526236	MSN2-010	Ruditapes philippinarum	train	inaturalist	mister_bumble	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/105761202	true	057b94585d189f5052e2ecf139be935d377470046d260aaccf493afb58fe4618	1,536	2,048	intertidal	reviewed
inat:636346436	MSN2-052	Cryptochiton stelleri	test	inaturalist	Kirstie S	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/348879875	true	29bf02ab407626566155f79d63a1b2dbc6c2731667dfe094aa2f5d284f9f4673	1,536	2,048	intertidal	reviewed
inat:63301010	MSN2-096	Bulla gouldiana	train	inaturalist	redrovertracy	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/39871115	true	4705db7c286715b11e16711a35bca419d16e6d8b62da860bd61f83219706abdd	1,567	2,048	intertidal	reviewed
inat:253034140	MSN2-031	Tegula funebralis	validation	inaturalist	Trevor Van Loon	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/147090156	true	6ec5aeadb8b5f2d6629e07b7a4e3d938a5cd8ac4a8726955da052e6064ef3f5e	2,048	1,536	intertidal	reviewed
inat:655694315	MSN2-005	Perna canaliculus	train	inaturalist	catchwords	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/359382861	true	4053734c1b1a4ac806d5b9354d09d007cb7cf34953b8d63229d895f8809afbfa	2,048	2,048	intertidal	reviewed
inat:343283175	MSN2-019	Venus verrucosa	test	inaturalist	petitcrabe	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/195173570	true	70b2b944f2d353f2658dab2a2510ff0c22fb0352b1799437528aa56837762740	2,048	1,536	intertidal	reviewed
inat:249310474	MSN2-098	Lambis lambis	train	inaturalist	Chris Oldnall	cc-by-sa	https://creativecommons.org/licenses/by-sa/4.0/	https://www.inaturalist.org/observations/145161825	true	144aad7329c60d8c700d267eb642b0bedcf812391dcc7e93edac6107a1de207b	2,048	2,048	intertidal	reviewed
inat:140534612	MSN2-013	Donax variabilis	validation	inaturalist	Bobby McCabe	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/85415960	true	09fc0a40e641d993846aed296519fe40b15be466ac54d32c1921862537e19c31	2,048	1,536	intertidal	reviewed
inat:451948327	MSN2-097	Telescopium telescopium	train	inaturalist	Sockrosma	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/252463696	true	accd51a4d449925e4b65088cf631c6ce64f0ad18330c1319b097529ce3882ca9	2,048	1,536	controlled	reviewed
inat:426669823	MSN2-062	Plicatula gibbosa	validation	inaturalist	Sarah Abbate	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/239556864	true	e41e20a37c3ad0159b34087e986b326fdc60864116c5c5366008f3565744d51a	2,048	2,048	controlled	reviewed
inat:61039237	MSN2-087	Ceratostoma foliatum	train	inaturalist	Amanda Whitmire	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/38409456	true	847337607af7640eb04ee626a6f7559141e876ed0ed568044f230efa623680a1	1,536	2,048	intertidal	reviewed
inat:343137622	MSN2-049	Callianax biplicata	train	inaturalist	Mark Valen	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/195101843	true	ace462407679735d883f2180725c0f5758e04eeaeec58b5cfc0c3148e5a36046	1,536	2,048	intertidal	reviewed
inat:351187583	MSN2-003	Mytilus californianus	train	inaturalist	Kate Manning	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/199166226	true	c7004085b70f15528c167c39f3a01417af0ae87c85eb71938a0e336296cc1e0d	1,536	2,048	intertidal	reviewed
inat:126595764	MSN2-092	Rapana venosa	train	inaturalist	Zinogre	cc-by-sa	https://creativecommons.org/licenses/by-sa/4.0/	https://www.inaturalist.org/observations/77409675	true	562d383e1fa92cbbeafe095fc1f885507636c4bf3289ea6daf1e811c0f3d5e3f	2,048	1,383	controlled	reviewed
inat:257574811	MSN2-043	Busycon carica	validation	inaturalist	Maura	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/149473862	true	560d2d363bafa9f5dbe75d21dd0386af909c5b74a64f5d77de07dbfde08a64ad	1,536	2,048	controlled	reviewed
inat:558552575	MSN2-088	Siliqua patula	train	inaturalist	Isaac Collibee	cc0	https://creativecommons.org/publicdomain/zero/1.0/	https://www.inaturalist.org/observations/309525383	true	ced7e40f627351acd12c708d70bed6ac520b1122ae643b76a9300bb9148a2650	1,536	2,048	controlled	reviewed
inat:179458099	MSN2-007	Crassadoma gigantea	train	inaturalist	Cricket Raspet	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/106781723	true	8badecfef4fd79946e73e3ba62eee4d010c5e0c8c0982f282acbe4b6878e91f2	2,048	1,536	intertidal	reviewed
inat:85880556	MSN2-085	Clinocardium nuttallii	validation	inaturalist	znot	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/53986833	true	6828b08a27ba6f0a231a2f0cb3d55c4c53d55bdd6c2aa036abd70af83e19d5d7	2,048	1,536	intertidal	reviewed
inat:60164967	MSN2-084	Spondylus gaederopus	train	inaturalist	Katja Schulz	cc-by	https://creativecommons.org/licenses/by/4.0/	https://www.inaturalist.org/observations/37907224	true	0391482ed81f8d94319b209420eb071c2d2e5a03a0a3e6647406fc0a85247ae4	2,048	1,536	intertidal	reviewed

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.

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.

Downloads last month: 61

Number of rows:

Total file size:

40.9 MB