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+ ---
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+ tags:
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+ - image-classification
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+ - pytorch
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+ - huggingpics
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+ metrics:
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+ - accuracy
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+
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+ model-index:
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+ - name: bug_classifier
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+ results:
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+ - task:
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+ name: Image Classification
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+ type: image-classification
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+ metrics:
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+ - name: Accuracy
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+ type: accuracy
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+ value: 0.7313384413719177
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+ ---
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+
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+ # bug_classifier
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+
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+
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+ Classifier trained on images of North American insects and spiders (from creative commons).
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+ Labels are genera names.
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+
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+
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+ ## Example Images
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+
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+
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+ #### Acrolophus
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+
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+ ![Acrolophus](images/Acrolophus.jpg)
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+
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+ #### Acroneuria
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+
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+ ![Acroneuria](images/Acroneuria.jpg)
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+
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+ #### Agelenopsis
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+
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+ ![Agelenopsis](images/Agelenopsis.jpg)
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+
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+ #### Agonum
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+
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+ ![Agonum](images/Agonum.jpg)
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+
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+ #### Allograpta
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+
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+ ![Allograpta](images/Allograpta.jpg)
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+
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+ #### Amaurobius
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+
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+ ![Amaurobius](images/Amaurobius.jpg)
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+
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+ #### Ammopelmatus
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+
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+ ![Ammopelmatus](images/Ammopelmatus.jpg)
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+
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+ #### Anabrus
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+
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+ ![Anabrus](images/Anabrus.jpg)
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+
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+ #### Anasaitis
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+
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+ ![Anasaitis](images/Anasaitis.jpg)
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+
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+ #### Andrena
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+
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+ ![Andrena](images/Andrena.jpg)
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+
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+ #### Anthidiellum
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+
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+ ![Anthidiellum](images/Anthidiellum.jpg)
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+
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+ #### Anthidium
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+
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+ ![Anthidium](images/Anthidium.jpg)
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+
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+ #### Anthomyia
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+
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+ ![Anthomyia](images/Anthomyia.jpg)
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+
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+ #### Antrodiaetus
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+
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+ ![Antrodiaetus](images/Antrodiaetus.jpg)
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+
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+ #### Aphaenogaster
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+
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+ ![Aphaenogaster](images/Aphaenogaster.jpg)
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+
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+ #### Aphonopelma
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+
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+ ![Aphonopelma](images/Aphonopelma.jpg)
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+
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+ #### Aptostichus
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+
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+ ![Aptostichus](images/Aptostichus.jpg)
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+
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+ #### Araneus
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+
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+ ![Araneus](images/Araneus.jpg)
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+
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+ #### Archilestes
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+
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+ ![Archilestes](images/Archilestes.jpg)
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+
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+ #### Argia
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+
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+ ![Argia](images/Argia.jpg)
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+
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+ #### Argiope
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+
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+ ![Argiope](images/Argiope.jpg)
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+
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+ #### Ashmeadiella
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+
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+ ![Ashmeadiella](images/Ashmeadiella.jpg)
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+
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+ #### Attinella
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+
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+ ![Attinella](images/Attinella.jpg)
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+
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+ #### Bassaniana
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+
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+ ![Bassaniana](images/Bassaniana.jpg)
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+
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+ #### Berosus
128
+
129
+ ![Berosus](images/Berosus.jpg)
130
+
131
+ #### Blera
132
+
133
+ ![Blera](images/Blera.jpg)
134
+
135
+ #### Bombus
136
+
137
+ ![Bombus](images/Bombus.jpg)
138
+
139
+ #### Bombylius
140
+
141
+ ![Bombylius](images/Bombylius.jpg)
142
+
143
+ #### Calopteryx
144
+
145
+ ![Calopteryx](images/Calopteryx.jpg)
146
+
147
+ #### Camponotus
148
+
149
+ ![Camponotus](images/Camponotus.jpg)
150
+
151
+ #### Cerotoma
152
+
153
+ ![Cerotoma](images/Cerotoma.jpg)
154
+
155
+ #### Chalcosyrphus
156
+
157
+ ![Chalcosyrphus](images/Chalcosyrphus.jpg)
158
+
159
+ #### Chariessa
160
+
161
+ ![Chariessa](images/Chariessa.jpg)
162
+
163
+ #### Cheilosia
164
+
165
+ ![Cheilosia](images/Cheilosia.jpg)
166
+
167
+ #### Chelostoma
168
+
169
+ ![Chelostoma](images/Chelostoma.jpg)
170
+
171
+ #### Chironomus
172
+
173
+ ![Chironomus](images/Chironomus.jpg)
174
+
175
+ #### Chrysotoxum
176
+
177
+ ![Chrysotoxum](images/Chrysotoxum.jpg)
178
+
179
+ #### Cicindela
180
+
181
+ ![Cicindela](images/Cicindela.jpg)
182
+
183
+ #### Clubiona
184
+
185
+ ![Clubiona](images/Clubiona.jpg)
186
+
187
+ #### Cochliomyia
188
+
189
+ ![Cochliomyia](images/Cochliomyia.jpg)
190
+
191
+ #### Coelioxys
192
+
193
+ ![Coelioxys](images/Coelioxys.jpg)
194
+
195
+ #### Colletes
196
+
197
+ ![Colletes](images/Colletes.jpg)
198
+
199
+ #### Colonus
200
+
201
+ ![Colonus](images/Colonus.jpg)
202
+
203
+ #### Copestylum
204
+
205
+ ![Copestylum](images/Copestylum.jpg)
206
+
207
+ #### Cordulegaster
208
+
209
+ ![Cordulegaster](images/Cordulegaster.jpg)
210
+
211
+ #### Crematogaster
212
+
213
+ ![Crematogaster](images/Crematogaster.jpg)
214
+
215
+ #### Criorhina
216
+
217
+ ![Criorhina](images/Criorhina.jpg)
218
+
219
+ #### Dasymutilla
220
+
221
+ ![Dasymutilla](images/Dasymutilla.jpg)
222
+
223
+ #### Dasysyrphus
224
+
225
+ ![Dasysyrphus](images/Dasysyrphus.jpg)
226
+
227
+ #### Delphinia
228
+
229
+ ![Delphinia](images/Delphinia.jpg)
230
+
231
+ #### Dianthidium
232
+
233
+ ![Dianthidium](images/Dianthidium.jpg)
234
+
235
+ #### Dictyna
236
+
237
+ ![Dictyna](images/Dictyna.jpg)
238
+
239
+ #### Didea
240
+
241
+ ![Didea](images/Didea.jpg)
242
+
243
+ #### Dioprosopa
244
+
245
+ ![Dioprosopa](images/Dioprosopa.jpg)
246
+
247
+ #### Dolichovespula
248
+
249
+ ![Dolichovespula](images/Dolichovespula.jpg)
250
+
251
+ #### Dorymyrmex
252
+
253
+ ![Dorymyrmex](images/Dorymyrmex.jpg)
254
+
255
+ #### Drosophila
256
+
257
+ ![Drosophila](images/Drosophila.jpg)
258
+
259
+ #### Dysdercus
260
+
261
+ ![Dysdercus](images/Dysdercus.jpg)
262
+
263
+ #### Enallagma
264
+
265
+ ![Enallagma](images/Enallagma.jpg)
266
+
267
+ #### Epilachna
268
+
269
+ ![Epilachna](images/Epilachna.jpg)
270
+
271
+ #### Epistrophe
272
+
273
+ ![Epistrophe](images/Epistrophe.jpg)
274
+
275
+ #### Epitheca
276
+
277
+ ![Epitheca](images/Epitheca.jpg)
278
+
279
+ #### Eristalinus
280
+
281
+ ![Eristalinus](images/Eristalinus.jpg)
282
+
283
+ #### Eristalis
284
+
285
+ ![Eristalis](images/Eristalis.jpg)
286
+
287
+ #### Erythemis
288
+
289
+ ![Erythemis](images/Erythemis.jpg)
290
+
291
+ #### Eumerus
292
+
293
+ ![Eumerus](images/Eumerus.jpg)
294
+
295
+ #### Eupeodes
296
+
297
+ ![Eupeodes](images/Eupeodes.jpg)
298
+
299
+ #### Euryopis
300
+
301
+ ![Euryopis](images/Euryopis.jpg)
302
+
303
+ #### Euxesta
304
+
305
+ ![Euxesta](images/Euxesta.jpg)
306
+
307
+ #### Ferdinandea
308
+
309
+ ![Ferdinandea](images/Ferdinandea.jpg)
310
+
311
+ #### Formica
312
+
313
+ ![Formica](images/Formica.jpg)
314
+
315
+ #### Geolycosa
316
+
317
+ ![Geolycosa](images/Geolycosa.jpg)
318
+
319
+ #### Gomphurus
320
+
321
+ ![Gomphurus](images/Gomphurus.jpg)
322
+
323
+ #### Gonatista
324
+
325
+ ![Gonatista](images/Gonatista.jpg)
326
+
327
+ #### Gryllotalpa
328
+
329
+ ![Gryllotalpa](images/Gryllotalpa.jpg)
330
+
331
+ #### Gryllus
332
+
333
+ ![Gryllus](images/Gryllus.jpg)
334
+
335
+ #### Habronattus
336
+
337
+ ![Habronattus](images/Habronattus.jpg)
338
+
339
+ #### Habropoda
340
+
341
+ ![Habropoda](images/Habropoda.jpg)
342
+
343
+ #### Halictus
344
+
345
+ ![Halictus](images/Halictus.jpg)
346
+
347
+ #### Helophilus
348
+
349
+ ![Helophilus](images/Helophilus.jpg)
350
+
351
+ #### Hemipepsis
352
+
353
+ ![Hemipepsis](images/Hemipepsis.jpg)
354
+
355
+ #### Heriades
356
+
357
+ ![Heriades](images/Heriades.jpg)
358
+
359
+ #### Hexagenia
360
+
361
+ ![Hexagenia](images/Hexagenia.jpg)
362
+
363
+ #### Hogna
364
+
365
+ ![Hogna](images/Hogna.jpg)
366
+
367
+ #### Hoplitis
368
+
369
+ ![Hoplitis](images/Hoplitis.jpg)
370
+
371
+ #### Hylogomphus
372
+
373
+ ![Hylogomphus](images/Hylogomphus.jpg)
374
+
375
+ #### Hypochilus
376
+
377
+ ![Hypochilus](images/Hypochilus.jpg)
378
+
379
+ #### Kukulcania
380
+
381
+ ![Kukulcania](images/Kukulcania.jpg)
382
+
383
+ #### Ladona
384
+
385
+ ![Ladona](images/Ladona.jpg)
386
+
387
+ #### Lasioglossum
388
+
389
+ ![Lasioglossum](images/Lasioglossum.jpg)
390
+
391
+ #### Lasius
392
+
393
+ ![Lasius](images/Lasius.jpg)
394
+
395
+ #### Latrodectus
396
+
397
+ ![Latrodectus](images/Latrodectus.jpg)
398
+
399
+ #### Leptinotarsa
400
+
401
+ ![Leptinotarsa](images/Leptinotarsa.jpg)
402
+
403
+ #### Lethocerus
404
+
405
+ ![Lethocerus](images/Lethocerus.jpg)
406
+
407
+ #### Leucozona
408
+
409
+ ![Leucozona](images/Leucozona.jpg)
410
+
411
+ #### Libellula
412
+
413
+ ![Libellula](images/Libellula.jpg)
414
+
415
+ #### Limonia
416
+
417
+ ![Limonia](images/Limonia.jpg)
418
+
419
+ #### Litaneutria
420
+
421
+ ![Litaneutria](images/Litaneutria.jpg)
422
+
423
+ #### Lithurgus
424
+
425
+ ![Lithurgus](images/Lithurgus.jpg)
426
+
427
+ #### Loxosceles
428
+
429
+ ![Loxosceles](images/Loxosceles.jpg)
430
+
431
+ #### Lytta
432
+
433
+ ![Lytta](images/Lytta.jpg)
434
+
435
+ #### Macromia
436
+
437
+ ![Macromia](images/Macromia.jpg)
438
+
439
+ #### Macropis
440
+
441
+ ![Macropis](images/Macropis.jpg)
442
+
443
+ #### Magicicada
444
+
445
+ ![Magicicada](images/Magicicada.jpg)
446
+
447
+ #### Mallota
448
+
449
+ ![Mallota](images/Mallota.jpg)
450
+
451
+ #### Mantis
452
+
453
+ ![Mantis](images/Mantis.jpg)
454
+
455
+ #### Marpissa
456
+
457
+ ![Marpissa](images/Marpissa.jpg)
458
+
459
+ #### Megachile
460
+
461
+ ![Megachile](images/Megachile.jpg)
462
+
463
+ #### Megacyllene
464
+
465
+ ![Megacyllene](images/Megacyllene.jpg)
466
+
467
+ #### Melangyna
468
+
469
+ ![Melangyna](images/Melangyna.jpg)
470
+
471
+ #### Melanoplus
472
+
473
+ ![Melanoplus](images/Melanoplus.jpg)
474
+
475
+ #### Melanostoma
476
+
477
+ ![Melanostoma](images/Melanostoma.jpg)
478
+
479
+ #### Meliscaeva
480
+
481
+ ![Meliscaeva](images/Meliscaeva.jpg)
482
+
483
+ #### Merodon
484
+
485
+ ![Merodon](images/Merodon.jpg)
486
+
487
+ #### Meromacrus
488
+
489
+ ![Meromacrus](images/Meromacrus.jpg)
490
+
491
+ #### Metacyrba
492
+
493
+ ![Metacyrba](images/Metacyrba.jpg)
494
+
495
+ #### Miagrammopes
496
+
497
+ ![Miagrammopes](images/Miagrammopes.jpg)
498
+
499
+ #### Milesia
500
+
501
+ ![Milesia](images/Milesia.jpg)
502
+
503
+ #### Mischocyttarus
504
+
505
+ ![Mischocyttarus](images/Mischocyttarus.jpg)
506
+
507
+ #### Monomorium
508
+
509
+ ![Monomorium](images/Monomorium.jpg)
510
+
511
+ #### Myrmecocystus
512
+
513
+ ![Myrmecocystus](images/Myrmecocystus.jpg)
514
+
515
+ #### Myrmica
516
+
517
+ ![Myrmica](images/Myrmica.jpg)
518
+
519
+ #### Nehalennia
520
+
521
+ ![Nehalennia](images/Nehalennia.jpg)
522
+
523
+ #### Neivamyrmex
524
+
525
+ ![Neivamyrmex](images/Neivamyrmex.jpg)
526
+
527
+ #### Neoascia
528
+
529
+ ![Neoascia](images/Neoascia.jpg)
530
+
531
+ #### Neoscona
532
+
533
+ ![Neoscona](images/Neoscona.jpg)
534
+
535
+ #### Neotibicen
536
+
537
+ ![Neotibicen](images/Neotibicen.jpg)
538
+
539
+ #### Nomia
540
+
541
+ ![Nomia](images/Nomia.jpg)
542
+
543
+ #### Novomessor
544
+
545
+ ![Novomessor](images/Novomessor.jpg)
546
+
547
+ #### Ocyptamus
548
+
549
+ ![Ocyptamus](images/Ocyptamus.jpg)
550
+
551
+ #### Omorgus
552
+
553
+ ![Omorgus](images/Omorgus.jpg)
554
+
555
+ #### Ophiogomphus
556
+
557
+ ![Ophiogomphus](images/Ophiogomphus.jpg)
558
+
559
+ #### Ornidia
560
+
561
+ ![Ornidia](images/Ornidia.jpg)
562
+
563
+ #### Orthonevra
564
+
565
+ ![Orthonevra](images/Orthonevra.jpg)
566
+
567
+ #### Osmia
568
+
569
+ ![Osmia](images/Osmia.jpg)
570
+
571
+ #### Ozyptila
572
+
573
+ ![Ozyptila](images/Ozyptila.jpg)
574
+
575
+ #### Palpada
576
+
577
+ ![Palpada](images/Palpada.jpg)
578
+
579
+ #### Paragus
580
+
581
+ ![Paragus](images/Paragus.jpg)
582
+
583
+ #### Parasyrphus
584
+
585
+ ![Parasyrphus](images/Parasyrphus.jpg)
586
+
587
+ #### Parcoblatta
588
+
589
+ ![Parcoblatta](images/Parcoblatta.jpg)
590
+
591
+ #### Pardosa
592
+
593
+ ![Pardosa](images/Pardosa.jpg)
594
+
595
+ #### Parhelophilus
596
+
597
+ ![Parhelophilus](images/Parhelophilus.jpg)
598
+
599
+ #### Passalus
600
+
601
+ ![Passalus](images/Passalus.jpg)
602
+
603
+ #### Pellenes
604
+
605
+ ![Pellenes](images/Pellenes.jpg)
606
+
607
+ #### Perithemis
608
+
609
+ ![Perithemis](images/Perithemis.jpg)
610
+
611
+ #### Phanogomphus
612
+
613
+ ![Phanogomphus](images/Phanogomphus.jpg)
614
+
615
+ #### Pheidole
616
+
617
+ ![Pheidole](images/Pheidole.jpg)
618
+
619
+ #### Phidippus
620
+
621
+ ![Phidippus](images/Phidippus.jpg)
622
+
623
+ #### Photuris
624
+
625
+ ![Photuris](images/Photuris.jpg)
626
+
627
+ #### Plathemis
628
+
629
+ ![Plathemis](images/Plathemis.jpg)
630
+
631
+ #### Platycheirus
632
+
633
+ ![Platycheirus](images/Platycheirus.jpg)
634
+
635
+ #### Pogonomyrmex
636
+
637
+ ![Pogonomyrmex](images/Pogonomyrmex.jpg)
638
+
639
+ #### Progomphus
640
+
641
+ ![Progomphus](images/Progomphus.jpg)
642
+
643
+ #### Pseudomyrmex
644
+
645
+ ![Pseudomyrmex](images/Pseudomyrmex.jpg)
646
+
647
+ #### Pseudovates
648
+
649
+ ![Pseudovates](images/Pseudovates.jpg)
650
+
651
+ #### Rabidosa
652
+
653
+ ![Rabidosa](images/Rabidosa.jpg)
654
+
655
+ #### Rhagoletis
656
+
657
+ ![Rhagoletis](images/Rhagoletis.jpg)
658
+
659
+ #### Rhingia
660
+
661
+ ![Rhingia](images/Rhingia.jpg)
662
+
663
+ #### Rhionaeschna
664
+
665
+ ![Rhionaeschna](images/Rhionaeschna.jpg)
666
+
667
+ #### Rhodanthidium
668
+
669
+ ![Rhodanthidium](images/Rhodanthidium.jpg)
670
+
671
+ #### Rhyacophila
672
+
673
+ ![Rhyacophila](images/Rhyacophila.jpg)
674
+
675
+ #### Salticus
676
+
677
+ ![Salticus](images/Salticus.jpg)
678
+
679
+ #### Sassacus
680
+
681
+ ![Sassacus](images/Sassacus.jpg)
682
+
683
+ #### Scaeva
684
+
685
+ ![Scaeva](images/Scaeva.jpg)
686
+
687
+ #### Schizocosa
688
+
689
+ ![Schizocosa](images/Schizocosa.jpg)
690
+
691
+ #### Scotinella
692
+
693
+ ![Scotinella](images/Scotinella.jpg)
694
+
695
+ #### Sericomyia
696
+
697
+ ![Sericomyia](images/Sericomyia.jpg)
698
+
699
+ #### Somatochlora
700
+
701
+ ![Somatochlora](images/Somatochlora.jpg)
702
+
703
+ #### Sosippus
704
+
705
+ ![Sosippus](images/Sosippus.jpg)
706
+
707
+ #### Sphaerophoria
708
+
709
+ ![Sphaerophoria](images/Sphaerophoria.jpg)
710
+
711
+ #### Sphegina
712
+
713
+ ![Sphegina](images/Sphegina.jpg)
714
+
715
+ #### Sphodros
716
+
717
+ ![Sphodros](images/Sphodros.jpg)
718
+
719
+ #### Spilomyia
720
+
721
+ ![Spilomyia](images/Spilomyia.jpg)
722
+
723
+ #### Stagmomantis
724
+
725
+ ![Stagmomantis](images/Stagmomantis.jpg)
726
+
727
+ #### Stylurus
728
+
729
+ ![Stylurus](images/Stylurus.jpg)
730
+
731
+ #### Sympetrum
732
+
733
+ ![Sympetrum](images/Sympetrum.jpg)
734
+
735
+ #### Syritta
736
+
737
+ ![Syritta](images/Syritta.jpg)
738
+
739
+ #### Syrphus
740
+
741
+ ![Syrphus](images/Syrphus.jpg)
742
+
743
+ #### Tachysphex
744
+
745
+ ![Tachysphex](images/Tachysphex.jpg)
746
+
747
+ #### Tapinoma
748
+
749
+ ![Tapinoma](images/Tapinoma.jpg)
750
+
751
+ #### Temnostoma
752
+
753
+ ![Temnostoma](images/Temnostoma.jpg)
754
+
755
+ #### Temnothorax
756
+
757
+ ![Temnothorax](images/Temnothorax.jpg)
758
+
759
+ #### Theridion
760
+
761
+ ![Theridion](images/Theridion.jpg)
762
+
763
+ #### Thesprotia
764
+
765
+ ![Thesprotia](images/Thesprotia.jpg)
766
+
767
+ #### Tigrosa
768
+
769
+ ![Tigrosa](images/Tigrosa.jpg)
770
+
771
+ #### Titiotus
772
+
773
+ ![Titiotus](images/Titiotus.jpg)
774
+
775
+ #### Toxomerus
776
+
777
+ ![Toxomerus](images/Toxomerus.jpg)
778
+
779
+ #### Trachymyrmex
780
+
781
+ ![Trachymyrmex](images/Trachymyrmex.jpg)
782
+
783
+ #### Trimerotropis
784
+
785
+ ![Trimerotropis](images/Trimerotropis.jpg)
786
+
787
+ #### Tropidia
788
+
789
+ ![Tropidia](images/Tropidia.jpg)
790
+
791
+ #### Tutelina
792
+
793
+ ![Tutelina](images/Tutelina.jpg)
794
+
795
+ #### Ummidia
796
+
797
+ ![Ummidia](images/Ummidia.jpg)
798
+
799
+ #### Volucella
800
+
801
+ ![Volucella](images/Volucella.jpg)
802
+
803
+ #### Xenox
804
+
805
+ ![Xenox](images/Xenox.jpg)
806
+
807
+ #### Xylocopa
808
+
809
+ ![Xylocopa](images/Xylocopa.jpg)
810
+
811
+ #### Xylota
812
+
813
+ ![Xylota](images/Xylota.jpg)
814
+
815
+ #### Xysticus
816
+
817
+ ![Xysticus](images/Xysticus.jpg)
818
+
819
+ #### Zootermopsis
820
+
821
+ ![Zootermopsis](images/Zootermopsis.jpg)
822
+
823
+ #### Zoropsis
824
+
825
+ ![Zoropsis](images/Zoropsis.jpg)
826
+
827
+ #### Zygoballus
828
+
829
+ ![Zygoballus](images/Zygoballus.jpg)
config.json ADDED
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+ {
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+ "_name_or_path": "google/vit-base-patch16-224-in21k",
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+ "architectures": [
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+ "ViTForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "Acrolophus",
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+ "1": "Acroneuria",
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+ "10": "Anthidiellum",
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+ "100": "Lytta",
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+ "101": "Macromia",
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+ "102": "Macropis",
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+ "103": "Magicicada",
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+ "104": "Mallota",
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+ "105": "Mantis",
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+ "106": "Marpissa",
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+ "107": "Megachile",
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+ "108": "Megacyllene",
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+ "109": "Melangyna",
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+ "11": "Anthidium",
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+ "110": "Melanoplus",
27
+ "111": "Melanostoma",
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+ "112": "Meliscaeva",
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+ "113": "Merodon",
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+ "114": "Meromacrus",
31
+ "115": "Metacyrba",
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+ "116": "Miagrammopes",
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+ "117": "Milesia",
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+ "118": "Mischocyttarus",
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+ "119": "Monomorium",
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+ "12": "Anthomyia",
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+ "120": "Myrmecocystus",
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+ "121": "Myrmica",
39
+ "122": "Nehalennia",
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+ "123": "Neivamyrmex",
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+ "124": "Neoascia",
42
+ "125": "Neoscona",
43
+ "126": "Neotibicen",
44
+ "127": "Nomia",
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+ "128": "Novomessor",
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+ "129": "Ocyptamus",
47
+ "13": "Antrodiaetus",
48
+ "130": "Omorgus",
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+ "131": "Ophiogomphus",
50
+ "132": "Ornidia",
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+ "133": "Orthonevra",
52
+ "134": "Osmia",
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+ "135": "Ozyptila",
54
+ "136": "Palpada",
55
+ "137": "Paragus",
56
+ "138": "Parasyrphus",
57
+ "139": "Parcoblatta",
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+ "14": "Aphaenogaster",
59
+ "140": "Pardosa",
60
+ "141": "Parhelophilus",
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+ "142": "Passalus",
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+ "143": "Pellenes",
63
+ "144": "Perithemis",
64
+ "145": "Phanogomphus",
65
+ "146": "Pheidole",
66
+ "147": "Phidippus",
67
+ "148": "Photuris",
68
+ "149": "Plathemis",
69
+ "15": "Aphonopelma",
70
+ "150": "Platycheirus",
71
+ "151": "Pogonomyrmex",
72
+ "152": "Progomphus",
73
+ "153": "Pseudomyrmex",
74
+ "154": "Pseudovates",
75
+ "155": "Rabidosa",
76
+ "156": "Rhagoletis",
77
+ "157": "Rhingia",
78
+ "158": "Rhionaeschna",
79
+ "159": "Rhodanthidium",
80
+ "16": "Aptostichus",
81
+ "160": "Rhyacophila",
82
+ "161": "Salticus",
83
+ "162": "Sassacus",
84
+ "163": "Scaeva",
85
+ "164": "Schizocosa",
86
+ "165": "Scotinella",
87
+ "166": "Sericomyia",
88
+ "167": "Somatochlora",
89
+ "168": "Sosippus",
90
+ "169": "Sphaerophoria",
91
+ "17": "Araneus",
92
+ "170": "Sphegina",
93
+ "171": "Sphodros",
94
+ "172": "Spilomyia",
95
+ "173": "Stagmomantis",
96
+ "174": "Stylurus",
97
+ "175": "Sympetrum",
98
+ "176": "Syritta",
99
+ "177": "Syrphus",
100
+ "178": "Tachysphex",
101
+ "179": "Tapinoma",
102
+ "18": "Archilestes",
103
+ "180": "Temnostoma",
104
+ "181": "Temnothorax",
105
+ "182": "Theridion",
106
+ "183": "Thesprotia",
107
+ "184": "Tigrosa",
108
+ "185": "Titiotus",
109
+ "186": "Toxomerus",
110
+ "187": "Trachymyrmex",
111
+ "188": "Trimerotropis",
112
+ "189": "Tropidia",
113
+ "19": "Argia",
114
+ "190": "Tutelina",
115
+ "191": "Ummidia",
116
+ "192": "Volucella",
117
+ "193": "Xenox",
118
+ "194": "Xylocopa",
119
+ "195": "Xylota",
120
+ "196": "Xysticus",
121
+ "197": "Zootermopsis",
122
+ "198": "Zoropsis",
123
+ "199": "Zygoballus",
124
+ "2": "Agelenopsis",
125
+ "20": "Argiope",
126
+ "21": "Ashmeadiella",
127
+ "22": "Attinella",
128
+ "23": "Bassaniana",
129
+ "24": "Berosus",
130
+ "25": "Blera",
131
+ "26": "Bombus",
132
+ "27": "Bombylius",
133
+ "28": "Calopteryx",
134
+ "29": "Camponotus",
135
+ "3": "Agonum",
136
+ "30": "Cerotoma",
137
+ "31": "Chalcosyrphus",
138
+ "32": "Chariessa",
139
+ "33": "Cheilosia",
140
+ "34": "Chelostoma",
141
+ "35": "Chironomus",
142
+ "36": "Chrysotoxum",
143
+ "37": "Cicindela",
144
+ "38": "Clubiona",
145
+ "39": "Cochliomyia",
146
+ "4": "Allograpta",
147
+ "40": "Coelioxys",
148
+ "41": "Colletes",
149
+ "42": "Colonus",
150
+ "43": "Copestylum",
151
+ "44": "Cordulegaster",
152
+ "45": "Crematogaster",
153
+ "46": "Criorhina",
154
+ "47": "Dasymutilla",
155
+ "48": "Dasysyrphus",
156
+ "49": "Delphinia",
157
+ "5": "Amaurobius",
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+ "50": "Dianthidium",
159
+ "51": "Dictyna",
160
+ "52": "Didea",
161
+ "53": "Dioprosopa",
162
+ "54": "Dolichovespula",
163
+ "55": "Dorymyrmex",
164
+ "56": "Drosophila",
165
+ "57": "Dysdercus",
166
+ "58": "Enallagma",
167
+ "59": "Epilachna",
168
+ "6": "Ammopelmatus",
169
+ "60": "Epistrophe",
170
+ "61": "Epitheca",
171
+ "62": "Eristalinus",
172
+ "63": "Eristalis",
173
+ "64": "Erythemis",
174
+ "65": "Eumerus",
175
+ "66": "Eupeodes",
176
+ "67": "Euryopis",
177
+ "68": "Euxesta",
178
+ "69": "Ferdinandea",
179
+ "7": "Anabrus",
180
+ "70": "Formica",
181
+ "71": "Geolycosa",
182
+ "72": "Gomphurus",
183
+ "73": "Gonatista",
184
+ "74": "Gryllotalpa",
185
+ "75": "Gryllus",
186
+ "76": "Habronattus",
187
+ "77": "Habropoda",
188
+ "78": "Halictus",
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+ "79": "Helophilus",
190
+ "8": "Anasaitis",
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+ "80": "Hemipepsis",
192
+ "81": "Heriades",
193
+ "82": "Hexagenia",
194
+ "83": "Hogna",
195
+ "84": "Hoplitis",
196
+ "85": "Hylogomphus",
197
+ "86": "Hypochilus",
198
+ "87": "Kukulcania",
199
+ "88": "Ladona",
200
+ "89": "Lasioglossum",
201
+ "9": "Andrena",
202
+ "90": "Lasius",
203
+ "91": "Latrodectus",
204
+ "92": "Leptinotarsa",
205
+ "93": "Lethocerus",
206
+ "94": "Leucozona",
207
+ "95": "Libellula",
208
+ "96": "Limonia",
209
+ "97": "Litaneutria",
210
+ "98": "Lithurgus",
211
+ "99": "Loxosceles"
212
+ },
213
+ "image_size": 224,
214
+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
217
+ "Acrolophus": "0",
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+ "Acroneuria": "1",
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+ "Agelenopsis": "2",
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+ "Agonum": "3",
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+ "Allograpta": "4",
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+ "Amaurobius": "5",
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+ "Ammopelmatus": "6",
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+ "Anabrus": "7",
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+ "Anasaitis": "8",
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+ "Andrena": "9",
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+ "Anthidiellum": "10",
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+ "Anthidium": "11",
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+ "Anthomyia": "12",
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+ "Antrodiaetus": "13",
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+ "Aphaenogaster": "14",
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+ "Aphonopelma": "15",
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+ "Aptostichus": "16",
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+ "Araneus": "17",
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+ "Archilestes": "18",
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+ "Argia": "19",
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+ "Argiope": "20",
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+ "Ashmeadiella": "21",
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+ "Attinella": "22",
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+ "Bassaniana": "23",
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+ "Berosus": "24",
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+ "Blera": "25",
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+ "Bombus": "26",
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+ "Bombylius": "27",
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+ "Calopteryx": "28",
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+ "Camponotus": "29",
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+ "Cerotoma": "30",
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+ "Chalcosyrphus": "31",
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+ "Chariessa": "32",
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+ "Cheilosia": "33",
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+ "Chelostoma": "34",
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+ "Chironomus": "35",
253
+ "Chrysotoxum": "36",
254
+ "Cicindela": "37",
255
+ "Clubiona": "38",
256
+ "Cochliomyia": "39",
257
+ "Coelioxys": "40",
258
+ "Colletes": "41",
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+ "Colonus": "42",
260
+ "Copestylum": "43",
261
+ "Cordulegaster": "44",
262
+ "Crematogaster": "45",
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+ "Criorhina": "46",
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+ "Dasymutilla": "47",
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+ "Dasysyrphus": "48",
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+ "Delphinia": "49",
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+ "Dianthidium": "50",
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+ "Dictyna": "51",
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+ "Didea": "52",
270
+ "Dioprosopa": "53",
271
+ "Dolichovespula": "54",
272
+ "Dorymyrmex": "55",
273
+ "Drosophila": "56",
274
+ "Dysdercus": "57",
275
+ "Enallagma": "58",
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+ "Epilachna": "59",
277
+ "Epistrophe": "60",
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+ "Epitheca": "61",
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+ "Eristalinus": "62",
280
+ "Eristalis": "63",
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+ "Erythemis": "64",
282
+ "Eumerus": "65",
283
+ "Eupeodes": "66",
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+ "Euryopis": "67",
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+ "Euxesta": "68",
286
+ "Ferdinandea": "69",
287
+ "Formica": "70",
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+ "Geolycosa": "71",
289
+ "Gomphurus": "72",
290
+ "Gonatista": "73",
291
+ "Gryllotalpa": "74",
292
+ "Gryllus": "75",
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+ "Habronattus": "76",
294
+ "Habropoda": "77",
295
+ "Halictus": "78",
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+ "Helophilus": "79",
297
+ "Hemipepsis": "80",
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+ "Heriades": "81",
299
+ "Hexagenia": "82",
300
+ "Hogna": "83",
301
+ "Hoplitis": "84",
302
+ "Hylogomphus": "85",
303
+ "Hypochilus": "86",
304
+ "Kukulcania": "87",
305
+ "Ladona": "88",
306
+ "Lasioglossum": "89",
307
+ "Lasius": "90",
308
+ "Latrodectus": "91",
309
+ "Leptinotarsa": "92",
310
+ "Lethocerus": "93",
311
+ "Leucozona": "94",
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+ "Libellula": "95",
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+ "Limonia": "96",
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+ "Litaneutria": "97",
315
+ "Lithurgus": "98",
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+ "Loxosceles": "99",
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+ "Lytta": "100",
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+ "Macromia": "101",
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+ "Macropis": "102",
320
+ "Magicicada": "103",
321
+ "Mallota": "104",
322
+ "Mantis": "105",
323
+ "Marpissa": "106",
324
+ "Megachile": "107",
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+ "Megacyllene": "108",
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+ "Melangyna": "109",
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+ "Melanoplus": "110",
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+ "Melanostoma": "111",
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+ "Meliscaeva": "112",
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+ "Merodon": "113",
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+ "Meromacrus": "114",
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+ "Metacyrba": "115",
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+ "Miagrammopes": "116",
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+ "Milesia": "117",
335
+ "Mischocyttarus": "118",
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+ "Monomorium": "119",
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+ "Myrmecocystus": "120",
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+ "Myrmica": "121",
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+ "Nehalennia": "122",
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+ "Neivamyrmex": "123",
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+ "Neoascia": "124",
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+ "Neoscona": "125",
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+ "Neotibicen": "126",
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+ "Nomia": "127",
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+ "Novomessor": "128",
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+ "Ocyptamus": "129",
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+ "Omorgus": "130",
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+ "Ophiogomphus": "131",
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+ "Ornidia": "132",
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+ "Orthonevra": "133",
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+ "Osmia": "134",
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+ "Ozyptila": "135",
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+ "Palpada": "136",
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+ "Paragus": "137",
355
+ "Parasyrphus": "138",
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+ "Parcoblatta": "139",
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+ "Pardosa": "140",
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+ "Parhelophilus": "141",
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+ "Passalus": "142",
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+ "Pellenes": "143",
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+ "Perithemis": "144",
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+ "Phanogomphus": "145",
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+ "Pheidole": "146",
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+ "Phidippus": "147",
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+ "Photuris": "148",
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+ "Plathemis": "149",
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+ "Platycheirus": "150",
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+ "Pogonomyrmex": "151",
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+ "Progomphus": "152",
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+ "Pseudomyrmex": "153",
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+ "Pseudovates": "154",
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+ "Rabidosa": "155",
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+ "Rhagoletis": "156",
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+ "Rhingia": "157",
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+ "Rhionaeschna": "158",
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+ "Rhodanthidium": "159",
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+ "Rhyacophila": "160",
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+ "Salticus": "161",
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+ "Sassacus": "162",
380
+ "Scaeva": "163",
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+ "Schizocosa": "164",
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+ "Scotinella": "165",
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+ "Sericomyia": "166",
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+ "Somatochlora": "167",
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+ "Sosippus": "168",
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+ "Sphaerophoria": "169",
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+ "Sphegina": "170",
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+ "Sphodros": "171",
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+ "Spilomyia": "172",
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+ "Stagmomantis": "173",
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+ "Stylurus": "174",
392
+ "Sympetrum": "175",
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+ "Syritta": "176",
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+ "Syrphus": "177",
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+ "Tachysphex": "178",
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+ "Tapinoma": "179",
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+ "Temnostoma": "180",
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+ "Temnothorax": "181",
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+ "Theridion": "182",
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+ "Thesprotia": "183",
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+ "Tigrosa": "184",
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+ "Titiotus": "185",
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+ "Toxomerus": "186",
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+ "Trachymyrmex": "187",
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+ "Trimerotropis": "188",
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+ "Tropidia": "189",
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+ "Tutelina": "190",
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+ "Ummidia": "191",
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+ "Volucella": "192",
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+ "Xenox": "193",
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+ "Xylocopa": "194",
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+ "Xylota": "195",
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+ "Xysticus": "196",
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+ "Zootermopsis": "197",
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+ "Zoropsis": "198",
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+ "Zygoballus": "199"
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.26.0"
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+ }
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Git LFS Details

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  • Pointer size: 130 Bytes
  • Size of remote file: 84.1 kB
images/Araneus.jpg ADDED

Git LFS Details

  • SHA256: 06cd1c6a3f313333cb14f4b0d046a306c4ff8c5e0efe76ebc99498f1be937042
  • Pointer size: 130 Bytes
  • Size of remote file: 81.3 kB
images/Archilestes.jpg ADDED

Git LFS Details

  • SHA256: 592aa563bd386a6af4719e09cb3d47cc828ad5a54ef6e51e6210ed8e6dea9799
  • Pointer size: 130 Bytes
  • Size of remote file: 38.5 kB
images/Argia.jpg ADDED

Git LFS Details

  • SHA256: c893f64a25082e7903692ab1246785b143c2eb9ef7f8fc2d3b0cee22f90078b0
  • Pointer size: 131 Bytes
  • Size of remote file: 107 kB
images/Argiope.jpg ADDED

Git LFS Details

  • SHA256: d6a7b23ae6c84c32a6108d2f940acc9a110f8c0be6782a92afae5b562a8b0a54
  • Pointer size: 130 Bytes
  • Size of remote file: 94.7 kB
images/Ashmeadiella.jpg ADDED

Git LFS Details

  • SHA256: 6c95cc407d0a5ac4935bb90008876ea9420b5d8e7f1ac275f4f28ae6fff4ab01
  • Pointer size: 132 Bytes
  • Size of remote file: 1.37 MB
images/Attinella.jpg ADDED

Git LFS Details

  • SHA256: 4b3268932e97bfd4a0bd66cf7e34e2cf6104d2db3cc4ef3a4c77570f17bbd154
  • Pointer size: 130 Bytes
  • Size of remote file: 65.2 kB
images/Bassaniana.jpg ADDED

Git LFS Details

  • SHA256: 9c44af27fa6b01620489c87090e388e9e471e513cbf55e8b03ee04b4f02d50e8
  • Pointer size: 131 Bytes
  • Size of remote file: 175 kB
images/Berosus.jpg ADDED

Git LFS Details

  • SHA256: efefecb508e71d1fb7ecea59879beeb28e89b61973002ddc16fce3c0d20c43d7
  • Pointer size: 130 Bytes
  • Size of remote file: 20.1 kB
images/Blera.jpg ADDED

Git LFS Details

  • SHA256: b0cb989f750631f22b2fe778315935df6020ecd9e5ce7b5e1c68152bdd7f5410
  • Pointer size: 130 Bytes
  • Size of remote file: 42.3 kB
images/Bombus.jpg ADDED

Git LFS Details

  • SHA256: cb1bd9566870cabb01f89a5edf72e534ced5fb92d644f89e64bc82468610ab1f
  • Pointer size: 131 Bytes
  • Size of remote file: 169 kB
images/Bombylius.jpg ADDED

Git LFS Details

  • SHA256: 8c63186bdf35c3836772d22335c968c7b98610d8c8b5164a6081d6c94b82ddf1
  • Pointer size: 131 Bytes
  • Size of remote file: 217 kB
images/Calopteryx.jpg ADDED

Git LFS Details

  • SHA256: 044aaf45d89e3fd89d977dfffd594a7751ff3e373b7207fc11ddaf8b222757b2
  • Pointer size: 130 Bytes
  • Size of remote file: 98 kB
images/Camponotus.jpg ADDED

Git LFS Details

  • SHA256: 40e5fddbae90857b48bfe44670ff7da9f3990c62f291b82fb7de8863275b4bf7
  • Pointer size: 131 Bytes
  • Size of remote file: 144 kB
images/Cerotoma.jpg ADDED

Git LFS Details

  • SHA256: 8473b815840a694f72b848e76072d0f1186d691c3ebafc3f70faa19d7627e321
  • Pointer size: 130 Bytes
  • Size of remote file: 71.7 kB
images/Chalcosyrphus.jpg ADDED

Git LFS Details

  • SHA256: f389f3f0a8af5a92567c7dd290db9a343f0ca71ff2548b9168de6e2b5307f897
  • Pointer size: 130 Bytes
  • Size of remote file: 50.6 kB
images/Chariessa.jpg ADDED

Git LFS Details

  • SHA256: 699a0a4c7c21db1c9ff1a0859e083cdcb952cdd1ea13aa775636322ca16e057c
  • Pointer size: 131 Bytes
  • Size of remote file: 156 kB
images/Cheilosia.jpg ADDED

Git LFS Details

  • SHA256: 6316fca1e8aa1017b5d5aececd8d1fb29f863024881fe92f45f6593dd97940a8
  • Pointer size: 131 Bytes
  • Size of remote file: 293 kB
images/Chelostoma.jpg ADDED

Git LFS Details

  • SHA256: 72c2993550c6331673aefd03bad5e972fd69f5355208a76e524bae82d54f1b65
  • Pointer size: 131 Bytes
  • Size of remote file: 205 kB
images/Chironomus.jpg ADDED

Git LFS Details

  • SHA256: 70771a747344e8596c78c942cb9b98057127d3e6b9eb9dae608d333e60f528b9
  • Pointer size: 130 Bytes
  • Size of remote file: 95.5 kB
images/Chrysotoxum.jpg ADDED

Git LFS Details

  • SHA256: b18bc967713ff1a35a3b0e5ff3ec47e089a261102de932c25180948e5e9878aa
  • Pointer size: 131 Bytes
  • Size of remote file: 112 kB
images/Cicindela.jpg ADDED

Git LFS Details

  • SHA256: 1d39f08ae82de1714acb76a5c16c57c200b2d5885aaac690c3bd43b07092bf1f
  • Pointer size: 131 Bytes
  • Size of remote file: 266 kB
images/Clubiona.jpg ADDED

Git LFS Details

  • SHA256: aa92cb40838eed05cd84bf59434973aac1caa69f40a284ffc08a2e8245244721
  • Pointer size: 131 Bytes
  • Size of remote file: 255 kB
images/Cochliomyia.jpg ADDED

Git LFS Details

  • SHA256: d9fd73f11ed477fe7ee89f8037e847345bc3821623087e724fd5fd236abbebf6
  • Pointer size: 131 Bytes
  • Size of remote file: 184 kB
images/Coelioxys.jpg ADDED

Git LFS Details

  • SHA256: 410760120f488d1ba0b44aaee1c40ee7f854780aaaf43f050c4c2d378144290c
  • Pointer size: 130 Bytes
  • Size of remote file: 93.5 kB
images/Colletes.jpg ADDED

Git LFS Details

  • SHA256: ad5c0d160504fd59cf59b3075832c3721278708538ffe8122b386db78954281b
  • Pointer size: 131 Bytes
  • Size of remote file: 175 kB
images/Colonus.jpg ADDED

Git LFS Details

  • SHA256: 396575217bf46bbe42017379b7c3b524460bee5913b51ebb4e92872f846e9ca7
  • Pointer size: 130 Bytes
  • Size of remote file: 81.9 kB
images/Copestylum.jpg ADDED

Git LFS Details

  • SHA256: 0c46d004a33c8120ed7af833f70040bd47b562e3d97258c2780b9e46b706858d
  • Pointer size: 131 Bytes
  • Size of remote file: 163 kB
images/Cordulegaster.jpg ADDED

Git LFS Details

  • SHA256: d3628d0e8232e50f8f727a499dee002e8a93d9f970eea829e9df81039373ec78
  • Pointer size: 130 Bytes
  • Size of remote file: 30.7 kB
images/Crematogaster.jpg ADDED

Git LFS Details

  • SHA256: dba7107276f10baeaabf6c1f877a123d9d76ae2aded11499cb83d5bc8ee08e1a
  • Pointer size: 130 Bytes
  • Size of remote file: 73.9 kB
images/Criorhina.jpg ADDED

Git LFS Details

  • SHA256: 9226698ff28e4c554dfc42f907820819dd66c3ca43b8554a7c0e6bea2bf487a1
  • Pointer size: 131 Bytes
  • Size of remote file: 105 kB