Datasets:
Dataset Plankton Dataset
A dataset composed of all publicly available, labeled plankton datasets
- Original dataset available online at: https://huggingface.co/datasets/project-oceania/planktonzilla_ood.
- Original dataset license: <cc-by-4.0>.
Details
- train split means (RGB): [0.8606401341673865]
- train split standard deviations (RGB): [0.17814689772424114]
Samples per class for split train
0: Bubbles 63.00
1: Eggs 9.00
2: Fibers_etc 773.00
3: Fish_eggs 10.00
4: Insecta 1122.00
5: LClass_32.1Adult_Fish 6924.00
6: LClass_33.Air_bubble 3937.00
7: LClass_Barnacle 32.00
8: LClass_Benthic_Algae 87.00
9: LClass_Cnidaria 56.00
10: LClass_Detritus ▇▇▇▇▇▇▇ 746054.00
11: LClass_Detritus_dot 1302.00
12: LClass_Detritus_stickers 2483.00
13: LClass_Doubts 198.00
14: LClass_Doutbs 581.00
15: LClass_Egg 8.00
16: LClass_Fish_larvae 1.00
17: LClass_Foraminifera 50.00
18: LClass_Gastropoda 270.00
19: LClass_Hydracarina 6.00
20: LClass_Organism_parts_general ▇▇ 178004.00
21: LClass_Pa.35.Marine_snow 2.00
22: LClass_Pa.35.Marine_snow_aggregate_large 13299.00
23: LClass_Pa.35.Marine_snow_aggregate_medium ▇▇ 203211.00
24: LClass_Pa.35.Marine_snow_aggregate_small 26929.00
25: LClass_Pa.35.Marine_snow_com_large 13604.00
26: LClass_Pa.35.Marine_snow_com_medium ▇ 63463.00
27: LClass_Pa.35.Marine_snow_com_small ▇▇▇ 316201.00
28: LClass_Pa.35.Marine_snow_stick 132.00
29: LClass_Pa.36.Fecal_pellets 1668.00
30: LClass_Pa.36.Fecal_pellets_New 31979.00
31: LClass_Pa.39.Mineral 7570.00
32: LClass_Pa.Mineral 6094.00
33: LClass_Pa.Other_exuviae 520.00
34: LClass_Pluteus 4.00
35: LClass_Unfocussed 39745.00
36: LClass_Unkown 65.00
37: LClass_benthic_algae 137.00
38: LClass_chaetognatha 19.00
39: LClass_crinoidea 9.00
40: LClass_doubt 984.00
41: LClass_doubts 647.00
42: LClass_egg 53.00
43: LClass_eggs 308.00
44: LClass_fish_lavae 16.00
45: LClass_larvacea 8.00
46: LClass_multiple_organisms 197.00
47: LClass_organism_border 71.00
48: LClass_partCrustaceo 49.00
49: LClass_pluteos 14.00
50: LClass_pteropod 65.00
51: LClass_shell 11.00
52: LClass_unknown 118.00
53: LRaw 12107.00
54: artefact ▇ 97956.00
55: bad 9964.00
56: badfocus 40732.00
57: ball_bearing_like 738.00
58: bead 395.00
59: bubble ▇ 70297.00
60: contrasted_blob 2908.00
61: crumple sphere 577.00
62: crystal 3770.00
63: dark ▇ 69085.00
64: darkrods 841.00
65: darksphere 2044.00
66: detritus ▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 1722218.00
67: dinophyceae_shape 262.00
68: dirt 131.00
69: feces 847.00
70: fiber ▇ 86181.00
71: fiber_detritus ▇ 55355.00
72: fiber_plastic 185.00
73: filament 3306.00
74: fish 222.00
75: gelatinous 1180.00
76: light 18260.00
77: light_detritus 53274.00
78: lightrods 3648.00
79: lightsphere 13134.00
80: medium_detritus 2131.00
81: mix ▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 2606719.00
82: mix_elongated ▇ 67325.00
83: other<living 1583.00
84: other_egg 13431.00
85: other_interaction 2937.00
86: other_living 27290.00
87: other_plastic 4229.00
88: pollen 19.00
89: reflection 4593.00
90: seaweed 8475.00
91: streak 23501.00
92: t004 249.00
93: t011 111.00
94: transparent_u 162.00
95: unknown 245.00
96: vertical line 70.00
Reference
[More Information Needed]
BibTEX
@misc{planktonzilla_ood,
author = {Inria Chile},
title = {Planktonzilla OOD dataset},
month = feb,
year = 2026,
version = {1.0.0},
doi = {TBD},
url = {https://huggingface.co/datasets/project-oceania/planktonzilla_ood},
}
Usage
from datasets import load_dataset
dataset = load_dataset("project-oceania/planktonzilla_ood")
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