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_full.
- Original dataset license: <cc-by-4.0>.
Details
- train split means (RGB): [0.8711894817126107, 0.8711835844115519, 0.8711577906776363]
- train split standard deviations (RGB): [0.18808614080908925, 0.18809969633207865, 0.1881644553668087]
Samples per class for split train
0: ▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 6702900.00
1: abylopsis 649.00
2: abylopsis tetragona 3705.00
3: acantharia 2995.00
4: acartiidae 92930.00
5: actiniaria 140.00
6: actinosphaerium nucleofilum 640.00
7: aglaura hemistoma 3033.00
8: akashiwo 5.00
9: akashiwo sanguinea 18.00
10: alexandrium 21.00
11: amoeba 219.00
12: amphibelone 79.00
13: amphidinium 226.00
14: amphipoda 3332.00
15: amphorides 129.00
16: annelida 4534.00
17: aphanizomenon 225.00
18: appendicularia 29242.00
19: arcella vulgaris 640.00
20: arthropoda ▇ 95745.00
21: asplanchna 606.00
22: asterionella 1054.00
23: asterionellopsis 1853.00
24: asterionellopsis glacialis 5546.00
25: asterolamprales 149.00
26: asteromphalus 22.00
27: asteromphalus sarcophagus 26.00
28: atlantidae 447.00
29: aulacanthidae 2247.00
30: aulosphaeridae 364.00
31: azadinium caudatum 5.00
32: bacillaria 13.00
33: bacillariophyceae 67879.00
34: bacteriastrum 949.00
35: bassia bassensis 95.00
36: biddulphia 31.00
37: bivalvia 8036.00
38: blepharisma americanum 640.00
39: bodonida 525.00
40: bosmina 6466.00
41: botrynema 87.00
42: brachionus 137.00
43: bryozoa 10481.00
44: calanidae 54062.00
45: calanoida ▇▇ 372278.00
46: calciopappus caudatus 7.00
47: calciosolenia brasiliensis 371.00
48: calocalanus 1054.00
49: calocalanus pavo 469.00
50: candaciidae 11947.00
51: cavolinia inflexa 4593.00
52: cavoliniidae 365.00
53: centrales 3098.00
54: centropagidae 52133.00
55: cerataulina 27734.00
56: cerataulina pelagica 956.00
57: ceratium 2080.00
58: ceratocorys 93.00
59: ceratoperidinium margalefii 1.00
60: ceriodaphnia 579.00
61: chaetoceros 66053.00
62: chaetoceros anastomonsans 15.00
63: chaetoceros danicus 880.00
64: chaetoceros decipiens 248.00
65: chaetoceros didymus 1929.00
66: chaetoceros diversus 6.00
67: chaetoceros peruvianus 665.00
68: chaetoceros socialis 40.00
69: chaetoceros tortissimus 87.00
70: chaetognatha 63138.00
71: chaoborus 10.00
72: choanoflagellatea 2195.00
73: chordata 19299.00
74: choreotrichida 729.00
75: chromista 39389.00
76: chrysochromulina 515.00
77: chrysochromulina lanceolata 670.00
78: chrysochromulina parkeae 445.00
79: ciliophora 16422.00
80: cladoceramus 6669.00
81: cladopyxis 81.00
82: cladopyxis brachiolata 1.00
83: climacodium 534.00
84: climacodium crocosphaera 345.00
85: clio pyramidata 5111.00
86: clupeiformes 49209.00
87: cnidaria 2802.00
88: cochlodinium 14.00
89: codonaria 82.00
90: codonellopsis morchella 1205.00
91: coelodendridae 320.00
92: conochilus 264.00
93: copepoda ▇ 184693.00
94: copilia 657.00
95: corethron 6386.00
96: corycaeidae 27493.00
97: corythodinium constrictum 7.00
98: corythodinium milneri 5.00
99: coscinodiscaceae 4107.00
100: coscinodiscus 7874.00
101: creseis acicula 8774.00
102: crinoidea 57.00
103: cryptophyceae 2022.00
104: crystalia 3770.00
105: ctenophora 2862.00
106: cumacea 515.00
107: cyanobacteria 43516.00
108: cyanophyceae 2505.00
109: cyclopoida ▇ 139312.00
110: cyclops 2689.00
111: cylindrotheca 20832.00
112: cylindrotheca closterium 722.00
113: cymbulia peroni 93.00
114: dactyliosolen 13101.00
115: dactyliosolen blavyanus 1101.00
116: dactyliosolen fragilissimus 220.00
117: daphnia 1581.00
118: decapoda 34260.00
119: delphineis 401.00
120: diaphanosoma 1089.00
121: diatoma 54791.00
122: diatoma tenuis 4515.00
123: dictyocha 2358.00
124: dictyocha fibula 577.00
125: dictyocysta 229.00
126: didinium 24.00
127: didinium nasutum 640.00
128: dileptus 640.00
129: dinobryon 10865.00
130: dinobryon coalescens 838.00
131: dinophyceae 49070.00
132: dinophysaceae 7.00
133: dinophysis 950.00
134: dinophysis caudata 24.00
135: dinophysis parva 8.00
136: dinophysis sacculus 181.00
137: dinophysis tripos 1.00
138: diphyidae 73811.00
139: discosphaera tubifera 18.00
140: ditylum 7455.00
141: doliolida 16908.00
142: echinodermata 3524.00
143: echinoidea 2406.00
144: eggerella 53.00
145: enteropneusta 1.00
146: ephemera 633.00
147: epiplocylis 318.00
148: eucalanidae 1216.00
149: eucampia 2191.00
150: eucampia cornuta 1170.00
151: euchaeta 4548.00
152: euchaetidae 6790.00
153: eudiaptomus 537.00
154: euglena 764.00
155: euglenophyceae 162.00
156: euphausiacea 8028.00
157: euplotes 25.00
158: euplotes eurystomus 640.00
159: eurydice 552.00
160: euterpina 6994.00
161: eutintinnus 682.00
162: evadne 35619.00
163: foraminifera 621.00
164: fragilaria 306.00
165: fragilariopsis 80.00
166: fritillariidae 12132.00
167: galatheidae 5059.00
168: gastropoda 231.00
169: gephyrocapsa huxleyi 148.00
170: globigerinidae 3126.00
171: gonyaulacales 2733.00
172: gonyaulax 578.00
173: gonyaulax polygramma 8.00
174: guinardia 322.00
175: guinardia delicatula 42482.00
176: guinardia flaccida 1322.00
177: guinardia striata 3234.00
178: gymnodiniales 213.00
179: gyrodinium 716.00
180: halacaridae 26.00
181: haloptilus 2713.00
182: halosphaera 508.00
183: harpacticoida 1946.00
184: haslea silbo 2492.00
185: helicotheca tamesis 4.00
186: hemiaulus 2877.00
187: heterocapsa 221.00
188: heterorhabdidae 2364.00
189: hexapoda 1122.00
190: hippopodiidae 108.00
191: hydra 18.00
192: hydrozoa 7756.00
193: isias 281.00
194: kapelodinium vestifici 103.00
195: karenia 4.00
196: karenia papilionacea 3.00
197: karenia spp 133.00
198: katagnymene spiralis 102.00
199: kellicottia 519.00
200: keratella cochlearis 112.00
201: keratella quadrata 420.00
202: kryptoperidinium triquetrum 1413.00
203: laboea strobila 1470.00
204: lauderia 295.00
205: lauderia annulata 1475.00
206: leegaardiella ovalis 245.00
207: leptocylindrus ▇ 129777.00
208: leptocylindrus mediterraneus 392.00
209: leptodora 203.00
210: licmophora 344.00
211: lightbournus 18260.00
212: limacinidae 24307.00
213: lioloma pacificum 5.00
214: liriope 224.00
215: lithodesmium variabile 456.00
216: luciferidae 650.00
217: luidiidae 110.00
218: malacostraca 27986.00
219: melosiraceae 5066.00
220: meringosphaera mediterranea 698.00
221: mesodinium 4480.00
222: metacylis 86.00
223: metrinidae 2499.00
224: microstellaria 318.00
225: mollusca 3130.00
226: monstrilloida 261.00
227: multiplexcyathus 42.00
228: mysida 2386.00
229: mysis 5.00
230: nannosquillidae 81.00
231: narcomedusae 113.00
232: nassellaria 2558.00
233: neobrightwellia alternans 8.00
234: neoceratium ▇ 98970.00
235: nitzschia 167.00
236: noctiluca 20936.00
237: noctiluca scintillans 4827.00
238: obelia 1523.00
239: octactis octonaria 14.00
240: odontella 2588.00
241: oikopleuridae 34391.00
242: oithonidae 65912.00
243: oltmannsiellopsis viridis 3.00
244: oncaea 23336.00
245: oncaeidae 20845.00
246: ophiaster 14.00
247: ophiuroidea 3610.00
248: ornithocercus magnificus 234.00
249: ostracoda 8330.00
250: oxytoxum 128.00
251: oxytoxum caudatum 23.00
252: oxytoxum scolopax 7.00
253: oxytoxum variabile 124.00
254: paradileptus 424.00
255: paralia 666.00
256: paramecium bursaria 640.00
257: parvicorbicula socialis 78.00
258: penaeidae 392.00
259: penilia 398.00
260: penilia avirostris 23945.00
261: pennales 8135.00
262: phaeocystis 2388.00
263: phaeocystis jahnii 630.00
264: phalacroma 5.00
265: phalacroma oxytoxoides 1.00
266: phoronida 94.00
267: phyllodocida 129.00
268: plagiotropis 267.00
269: planktoniella sol 1207.00
270: pleuromamma abdominalis 16254.00
271: pleuronema 115.00
272: pleurosigma 2267.00
273: pleurosigmataceae 87.00
274: podolampas 309.00
275: podolampas palmipes 1.00
276: podon 2555.00
277: poeobius 247.00
278: polyarthra 79.00
279: polychaeta 6159.00
280: polykrikos kofoidii 4.00
281: pontellidae 7435.00
282: porcellanidae 5870.00
283: poroecus 370.00
284: prorocentrum 4011.00
285: prorocentrum gracile 204.00
286: prorocentrum redfieldii 1694.00
287: proterythropsis 665.00
288: protoceratium reticulatum 2.00
289: protoperidinium 721.00
290: protoperidinium diabolus 27.00
291: protoperidinium divergens 12.00
292: protozoa 63.00
293: pseliodinium fusus 42.00
294: pseudo-nitzschia 9025.00
295: pseudo-nitzschia chain 329.00
296: pseudochattonella farcimen 283.00
297: pseudosolenia calcar-avis 2.00
298: pteropoda 553.00
299: pterosperma 12.00
300: pyramimonas 1383.00
301: pyramimonas longicauda 616.00
302: pyrocystaceae 74.00
303: pyrocystis 2567.00
304: pyrocystis lunula 3.00
305: pyrophacus 129.00
306: pyrophacus horologium 18.00
307: pyrosomatida 497.00
308: radiozoa 3288.00
309: rhabdonella 1088.00
310: rhabdosphaera clavigera 146.00
311: rhincalanidae 228.00
312: rhizosolenia 40632.00
313: rhizosolenia richelia 806.00
314: rhizosoleniaceae 3346.00
315: rhopalonema velatum 2484.00
316: rhopalonematidae 423.00
317: richelia 523.00
318: rotifera 745.00
319: salpida 17206.00
320: salpidae 2373.00
321: salpingella 157.00
322: sapphirinidae 1078.00
323: scrippsiella 1395.00
324: scyphosphaera apsteinii 1.00
325: scyphozoa 1670.00
326: sergestidae 593.00
327: sessilia 7.00
328: shelleyomorpha 11.00
329: siphonophora 2.00
330: siphonophorae 15745.00
331: skeletonema 17532.00
332: skeletonema menzelii 975.00
333: solmundella bitentaculata 497.00
334: sourniaea diacantha 5.00
335: spirostomum ambiguum 640.00
336: spumellaria 229.00
337: steenstrupiella 400.00
338: stentor coeruleus 640.00
339: stephanopyxis 57.00
340: stomatopoda 1629.00
341: strobilidium 250.00
342: strombidium 1037.00
343: strombidium capitatum 47.00
344: strombidium conicum 87.00
345: strombidium inclinatum 222.00
346: strombidium oculatum 152.00
347: strombidium wulffi 157.00
348: swima 236.00
349: synchaeta 2116.00
350: syracosphaera pulchra 291.00
351: temoridae 44964.00
352: tenuicylindrus belgicus 2221.00
353: thalassionema 8863.00
354: thalassionematales 868.00
355: thalassiosira 16136.00
356: thalassiosira gravida 2412.00
357: thaliacea 501.00
358: thecofilosea 54036.00
359: thecostraca 16448.00
360: tiarina 14.00
361: tiarina fusus 13.00
362: tintinnida 2874.00
363: tomopteridae 550.00
364: tontonia appendiculariformis 46.00
365: tontonia gracillima 361.00
366: torodinium 79.00
367: trachymedusae 1.00
368: trichocerca 255.00
369: trichodesmium 18610.00
370: trieres mobiliensis 631.00
371: tripos 373.00
372: tripos arietinus 1.00
373: tripos azoricus 1.00
374: tripos concilians 1.00
375: tripos contortus 1.00
376: tripos declinatus 2.00
377: tripos euarcuatus 1.00
378: tripos furca 557.00
379: tripos fusus 725.00
380: tripos horridus 1.00
381: tripos macroceros 1.00
382: tripos minutus 15.00
383: tripos pentagonus 2622.00
384: tripos symmetricus 1.00
385: tripos teres 96.00
386: trombidiformes 10.00
387: umbilicosphaera sibogae 14.00
388: undellidae 685.00
389: uroglena 953.00
390: volvox 640.00
391: warnowia polyphemus 34.00
392: xystonellidae 356.00
Reference
[More Information Needed]
BibTEX
@misc{planktonzilla_full,
author = {Inria Chile},
title = {Planktonzilla dataset},
month = jan,
year = 2026,
version = {1.0.0},
doi = {TBD},
url = {https://huggingface.co/datasets/project-oceania/planktonzilla_full},
}
Usage
from datasets import load_dataset
dataset = load_dataset("project-oceania/planktonzilla_full")
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