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README.md CHANGED
@@ -15,13 +15,13 @@ model-index:
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  metrics:
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  - name: Accuracy
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  type: accuracy
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- value: 0.7313384413719177
19
  ---
20
 
21
  # bug_classifier
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23
 
24
- Classifier trained on images of North American insects and spiders (from creative commons).
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  Labels are genera names.
26
 
27
 
@@ -372,10 +372,6 @@ Labels are genera names.
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373
  ![Hylogomphus](images/Hylogomphus.jpg)
374
 
375
- #### Hypochilus
376
-
377
- ![Hypochilus](images/Hypochilus.jpg)
378
-
379
  #### Kukulcania
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  ![Kukulcania](images/Kukulcania.jpg)
@@ -668,10 +664,6 @@ Labels are genera names.
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  ![Rhodanthidium](images/Rhodanthidium.jpg)
670
 
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- #### Rhyacophila
672
-
673
- ![Rhyacophila](images/Rhyacophila.jpg)
674
-
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  #### Salticus
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  ![Salticus](images/Salticus.jpg)
@@ -688,10 +680,6 @@ Labels are genera names.
688
 
689
  ![Schizocosa](images/Schizocosa.jpg)
690
 
691
- #### Scotinella
692
-
693
- ![Scotinella](images/Scotinella.jpg)
694
-
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  #### Sericomyia
696
 
697
  ![Sericomyia](images/Sericomyia.jpg)
 
15
  metrics:
16
  - name: Accuracy
17
  type: accuracy
18
+ value: 0.7339722514152527
19
  ---
20
 
21
  # bug_classifier
22
 
23
 
24
+ Classifier trained on images of North American insects (adult form) and spiders (from creative commons).
25
  Labels are genera names.
26
 
27
 
 
372
 
373
  ![Hylogomphus](images/Hylogomphus.jpg)
374
 
 
 
 
 
375
  #### Kukulcania
376
 
377
  ![Kukulcania](images/Kukulcania.jpg)
 
664
 
665
  ![Rhodanthidium](images/Rhodanthidium.jpg)
666
 
 
 
 
 
667
  #### Salticus
668
 
669
  ![Salticus](images/Salticus.jpg)
 
680
 
681
  ![Schizocosa](images/Schizocosa.jpg)
682
 
 
 
 
 
683
  #### Sericomyia
684
 
685
  ![Sericomyia](images/Sericomyia.jpg)
config.json CHANGED
@@ -12,115 +12,112 @@
12
  "0": "Acrolophus",
13
  "1": "Acroneuria",
14
  "10": "Anthidiellum",
15
- "100": "Lytta",
16
- "101": "Macromia",
17
- "102": "Macropis",
18
- "103": "Magicicada",
19
- "104": "Mallota",
20
- "105": "Mantis",
21
- "106": "Marpissa",
22
- "107": "Megachile",
23
- "108": "Megacyllene",
24
- "109": "Melangyna",
25
  "11": "Anthidium",
26
- "110": "Melanoplus",
27
- "111": "Melanostoma",
28
- "112": "Meliscaeva",
29
- "113": "Merodon",
30
- "114": "Meromacrus",
31
- "115": "Metacyrba",
32
- "116": "Miagrammopes",
33
- "117": "Milesia",
34
- "118": "Mischocyttarus",
35
- "119": "Monomorium",
36
  "12": "Anthomyia",
37
- "120": "Myrmecocystus",
38
- "121": "Myrmica",
39
- "122": "Nehalennia",
40
- "123": "Neivamyrmex",
41
- "124": "Neoascia",
42
- "125": "Neoscona",
43
- "126": "Neotibicen",
44
- "127": "Nomia",
45
- "128": "Novomessor",
46
- "129": "Ocyptamus",
47
  "13": "Antrodiaetus",
48
- "130": "Omorgus",
49
- "131": "Ophiogomphus",
50
- "132": "Ornidia",
51
- "133": "Orthonevra",
52
- "134": "Osmia",
53
- "135": "Ozyptila",
54
- "136": "Palpada",
55
- "137": "Paragus",
56
- "138": "Parasyrphus",
57
- "139": "Parcoblatta",
58
  "14": "Aphaenogaster",
59
- "140": "Pardosa",
60
- "141": "Parhelophilus",
61
- "142": "Passalus",
62
- "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",
@@ -194,21 +191,21 @@
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,
@@ -300,120 +297,117 @@
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",
312
- "Libellula": "95",
313
- "Limonia": "96",
314
- "Litaneutria": "97",
315
- "Lithurgus": "98",
316
- "Loxosceles": "99",
317
- "Lytta": "100",
318
- "Macromia": "101",
319
- "Macropis": "102",
320
- "Magicicada": "103",
321
- "Mallota": "104",
322
- "Mantis": "105",
323
- "Marpissa": "106",
324
- "Megachile": "107",
325
- "Megacyllene": "108",
326
- "Melangyna": "109",
327
- "Melanoplus": "110",
328
- "Melanostoma": "111",
329
- "Meliscaeva": "112",
330
- "Merodon": "113",
331
- "Meromacrus": "114",
332
- "Metacyrba": "115",
333
- "Miagrammopes": "116",
334
- "Milesia": "117",
335
- "Mischocyttarus": "118",
336
- "Monomorium": "119",
337
- "Myrmecocystus": "120",
338
- "Myrmica": "121",
339
- "Nehalennia": "122",
340
- "Neivamyrmex": "123",
341
- "Neoascia": "124",
342
- "Neoscona": "125",
343
- "Neotibicen": "126",
344
- "Nomia": "127",
345
- "Novomessor": "128",
346
- "Ocyptamus": "129",
347
- "Omorgus": "130",
348
- "Ophiogomphus": "131",
349
- "Ornidia": "132",
350
- "Orthonevra": "133",
351
- "Osmia": "134",
352
- "Ozyptila": "135",
353
- "Palpada": "136",
354
- "Paragus": "137",
355
- "Parasyrphus": "138",
356
- "Parcoblatta": "139",
357
- "Pardosa": "140",
358
- "Parhelophilus": "141",
359
- "Passalus": "142",
360
- "Pellenes": "143",
361
- "Perithemis": "144",
362
- "Phanogomphus": "145",
363
- "Pheidole": "146",
364
- "Phidippus": "147",
365
- "Photuris": "148",
366
- "Plathemis": "149",
367
- "Platycheirus": "150",
368
- "Pogonomyrmex": "151",
369
- "Progomphus": "152",
370
- "Pseudomyrmex": "153",
371
- "Pseudovates": "154",
372
- "Rabidosa": "155",
373
- "Rhagoletis": "156",
374
- "Rhingia": "157",
375
- "Rhionaeschna": "158",
376
- "Rhodanthidium": "159",
377
- "Rhyacophila": "160",
378
- "Salticus": "161",
379
- "Sassacus": "162",
380
- "Scaeva": "163",
381
- "Schizocosa": "164",
382
- "Scotinella": "165",
383
- "Sericomyia": "166",
384
- "Somatochlora": "167",
385
- "Sosippus": "168",
386
- "Sphaerophoria": "169",
387
- "Sphegina": "170",
388
- "Sphodros": "171",
389
- "Spilomyia": "172",
390
- "Stagmomantis": "173",
391
- "Stylurus": "174",
392
- "Sympetrum": "175",
393
- "Syritta": "176",
394
- "Syrphus": "177",
395
- "Tachysphex": "178",
396
- "Tapinoma": "179",
397
- "Temnostoma": "180",
398
- "Temnothorax": "181",
399
- "Theridion": "182",
400
- "Thesprotia": "183",
401
- "Tigrosa": "184",
402
- "Titiotus": "185",
403
- "Toxomerus": "186",
404
- "Trachymyrmex": "187",
405
- "Trimerotropis": "188",
406
- "Tropidia": "189",
407
- "Tutelina": "190",
408
- "Ummidia": "191",
409
- "Volucella": "192",
410
- "Xenox": "193",
411
- "Xylocopa": "194",
412
- "Xylota": "195",
413
- "Xysticus": "196",
414
- "Zootermopsis": "197",
415
- "Zoropsis": "198",
416
- "Zygoballus": "199"
417
  },
418
  "layer_norm_eps": 1e-12,
419
  "model_type": "vit",
 
12
  "0": "Acrolophus",
13
  "1": "Acroneuria",
14
  "10": "Anthidiellum",
15
+ "100": "Macromia",
16
+ "101": "Macropis",
17
+ "102": "Magicicada",
18
+ "103": "Mallota",
19
+ "104": "Mantis",
20
+ "105": "Marpissa",
21
+ "106": "Megachile",
22
+ "107": "Megacyllene",
23
+ "108": "Melangyna",
24
+ "109": "Melanoplus",
25
  "11": "Anthidium",
26
+ "110": "Melanostoma",
27
+ "111": "Meliscaeva",
28
+ "112": "Merodon",
29
+ "113": "Meromacrus",
30
+ "114": "Metacyrba",
31
+ "115": "Miagrammopes",
32
+ "116": "Milesia",
33
+ "117": "Mischocyttarus",
34
+ "118": "Monomorium",
35
+ "119": "Myrmecocystus",
36
  "12": "Anthomyia",
37
+ "120": "Myrmica",
38
+ "121": "Nehalennia",
39
+ "122": "Neivamyrmex",
40
+ "123": "Neoascia",
41
+ "124": "Neoscona",
42
+ "125": "Neotibicen",
43
+ "126": "Nomia",
44
+ "127": "Novomessor",
45
+ "128": "Ocyptamus",
46
+ "129": "Omorgus",
47
  "13": "Antrodiaetus",
48
+ "130": "Ophiogomphus",
49
+ "131": "Ornidia",
50
+ "132": "Orthonevra",
51
+ "133": "Osmia",
52
+ "134": "Ozyptila",
53
+ "135": "Palpada",
54
+ "136": "Paragus",
55
+ "137": "Parasyrphus",
56
+ "138": "Parcoblatta",
57
+ "139": "Pardosa",
58
  "14": "Aphaenogaster",
59
+ "140": "Parhelophilus",
60
+ "141": "Passalus",
61
+ "142": "Pellenes",
62
+ "143": "Perithemis",
63
+ "144": "Phanogomphus",
64
+ "145": "Pheidole",
65
+ "146": "Phidippus",
66
+ "147": "Photuris",
67
+ "148": "Plathemis",
68
+ "149": "Platycheirus",
69
  "15": "Aphonopelma",
70
+ "150": "Pogonomyrmex",
71
+ "151": "Progomphus",
72
+ "152": "Pseudomyrmex",
73
+ "153": "Pseudovates",
74
+ "154": "Rabidosa",
75
+ "155": "Rhagoletis",
76
+ "156": "Rhingia",
77
+ "157": "Rhionaeschna",
78
+ "158": "Rhodanthidium",
79
+ "159": "Salticus",
80
  "16": "Aptostichus",
81
+ "160": "Sassacus",
82
+ "161": "Scaeva",
83
+ "162": "Schizocosa",
84
+ "163": "Sericomyia",
85
+ "164": "Somatochlora",
86
+ "165": "Sosippus",
87
+ "166": "Sphaerophoria",
88
+ "167": "Sphegina",
89
+ "168": "Sphodros",
90
+ "169": "Spilomyia",
91
  "17": "Araneus",
92
+ "170": "Stagmomantis",
93
+ "171": "Stylurus",
94
+ "172": "Sympetrum",
95
+ "173": "Syritta",
96
+ "174": "Syrphus",
97
+ "175": "Tachysphex",
98
+ "176": "Tapinoma",
99
+ "177": "Temnostoma",
100
+ "178": "Temnothorax",
101
+ "179": "Theridion",
102
  "18": "Archilestes",
103
+ "180": "Thesprotia",
104
+ "181": "Tigrosa",
105
+ "182": "Titiotus",
106
+ "183": "Toxomerus",
107
+ "184": "Trachymyrmex",
108
+ "185": "Trimerotropis",
109
+ "186": "Tropidia",
110
+ "187": "Tutelina",
111
+ "188": "Ummidia",
112
+ "189": "Volucella",
113
  "19": "Argia",
114
+ "190": "Xenox",
115
+ "191": "Xylocopa",
116
+ "192": "Xylota",
117
+ "193": "Xysticus",
118
+ "194": "Zootermopsis",
119
+ "195": "Zoropsis",
120
+ "196": "Zygoballus",
 
 
 
121
  "2": "Agelenopsis",
122
  "20": "Argiope",
123
  "21": "Ashmeadiella",
 
191
  "83": "Hogna",
192
  "84": "Hoplitis",
193
  "85": "Hylogomphus",
194
+ "86": "Kukulcania",
195
+ "87": "Ladona",
196
+ "88": "Lasioglossum",
197
+ "89": "Lasius",
198
  "9": "Andrena",
199
+ "90": "Latrodectus",
200
+ "91": "Leptinotarsa",
201
+ "92": "Lethocerus",
202
+ "93": "Leucozona",
203
+ "94": "Libellula",
204
+ "95": "Limonia",
205
+ "96": "Litaneutria",
206
+ "97": "Lithurgus",
207
+ "98": "Loxosceles",
208
+ "99": "Lytta"
209
  },
210
  "image_size": 224,
211
  "initializer_range": 0.02,
 
297
  "Hogna": "83",
298
  "Hoplitis": "84",
299
  "Hylogomphus": "85",
300
+ "Kukulcania": "86",
301
+ "Ladona": "87",
302
+ "Lasioglossum": "88",
303
+ "Lasius": "89",
304
+ "Latrodectus": "90",
305
+ "Leptinotarsa": "91",
306
+ "Lethocerus": "92",
307
+ "Leucozona": "93",
308
+ "Libellula": "94",
309
+ "Limonia": "95",
310
+ "Litaneutria": "96",
311
+ "Lithurgus": "97",
312
+ "Loxosceles": "98",
313
+ "Lytta": "99",
314
+ "Macromia": "100",
315
+ "Macropis": "101",
316
+ "Magicicada": "102",
317
+ "Mallota": "103",
318
+ "Mantis": "104",
319
+ "Marpissa": "105",
320
+ "Megachile": "106",
321
+ "Megacyllene": "107",
322
+ "Melangyna": "108",
323
+ "Melanoplus": "109",
324
+ "Melanostoma": "110",
325
+ "Meliscaeva": "111",
326
+ "Merodon": "112",
327
+ "Meromacrus": "113",
328
+ "Metacyrba": "114",
329
+ "Miagrammopes": "115",
330
+ "Milesia": "116",
331
+ "Mischocyttarus": "117",
332
+ "Monomorium": "118",
333
+ "Myrmecocystus": "119",
334
+ "Myrmica": "120",
335
+ "Nehalennia": "121",
336
+ "Neivamyrmex": "122",
337
+ "Neoascia": "123",
338
+ "Neoscona": "124",
339
+ "Neotibicen": "125",
340
+ "Nomia": "126",
341
+ "Novomessor": "127",
342
+ "Ocyptamus": "128",
343
+ "Omorgus": "129",
344
+ "Ophiogomphus": "130",
345
+ "Ornidia": "131",
346
+ "Orthonevra": "132",
347
+ "Osmia": "133",
348
+ "Ozyptila": "134",
349
+ "Palpada": "135",
350
+ "Paragus": "136",
351
+ "Parasyrphus": "137",
352
+ "Parcoblatta": "138",
353
+ "Pardosa": "139",
354
+ "Parhelophilus": "140",
355
+ "Passalus": "141",
356
+ "Pellenes": "142",
357
+ "Perithemis": "143",
358
+ "Phanogomphus": "144",
359
+ "Pheidole": "145",
360
+ "Phidippus": "146",
361
+ "Photuris": "147",
362
+ "Plathemis": "148",
363
+ "Platycheirus": "149",
364
+ "Pogonomyrmex": "150",
365
+ "Progomphus": "151",
366
+ "Pseudomyrmex": "152",
367
+ "Pseudovates": "153",
368
+ "Rabidosa": "154",
369
+ "Rhagoletis": "155",
370
+ "Rhingia": "156",
371
+ "Rhionaeschna": "157",
372
+ "Rhodanthidium": "158",
373
+ "Salticus": "159",
374
+ "Sassacus": "160",
375
+ "Scaeva": "161",
376
+ "Schizocosa": "162",
377
+ "Sericomyia": "163",
378
+ "Somatochlora": "164",
379
+ "Sosippus": "165",
380
+ "Sphaerophoria": "166",
381
+ "Sphegina": "167",
382
+ "Sphodros": "168",
383
+ "Spilomyia": "169",
384
+ "Stagmomantis": "170",
385
+ "Stylurus": "171",
386
+ "Sympetrum": "172",
387
+ "Syritta": "173",
388
+ "Syrphus": "174",
389
+ "Tachysphex": "175",
390
+ "Tapinoma": "176",
391
+ "Temnostoma": "177",
392
+ "Temnothorax": "178",
393
+ "Theridion": "179",
394
+ "Thesprotia": "180",
395
+ "Tigrosa": "181",
396
+ "Titiotus": "182",
397
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+ "Trimerotropis": "185",
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+ "Tutelina": "187",
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+ "Ummidia": "188",
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+ "Volucella": "189",
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+ "Xenox": "190",
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+ "Xylocopa": "191",
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+ "Xylota": "192",
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+ "Xysticus": "193",
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+ "Zootermopsis": "194",
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+ "Zoropsis": "195",
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+ "Zygoballus": "196"
 
 
 
411
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  "layer_norm_eps": 1e-12,
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  "model_type": "vit",
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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images/Agelenopsis.jpg CHANGED

Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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