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Add loading script and class names.

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Files changed (3) hide show
  1. README.md +423 -0
  2. bird-data.py +76 -0
  3. classes.txt +404 -0
README.md CHANGED
@@ -1,3 +1,426 @@
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  ---
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  license: creativeml-openrail-m
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
1
  ---
2
  license: creativeml-openrail-m
3
+ dataset_info:
4
+ features:
5
+ - name: image_file_path
6
+ dtype: string
7
+ - name: image
8
+ dtype: image
9
+ - name: labels
10
+ dtype:
11
+ class_label:
12
+ names:
13
+ '0': Little Blue Heron
14
+ '1': Swainson's Hawk
15
+ '2': Glaucous-winged Gull
16
+ '3': Spotted Towhee
17
+ '4': Neotropic Cormorant
18
+ '5': White-eyed Vireo
19
+ '6': Tundra Swan
20
+ '7': Costa's Hummingbird
21
+ '8': American Crow
22
+ '9': American Tree Sparrow
23
+ '10': Savannah Sparrow
24
+ '11': Verdin
25
+ '12': Wild Turkey
26
+ '13': Rufous Hummingbird
27
+ '14': Blue-gray Gnatcatcher
28
+ '15': Song Sparrow
29
+ '16': Tricolored Heron
30
+ '17': Phainopepla
31
+ '18': Harlequin Duck
32
+ '19': Florida Scrub-Jay
33
+ '20': Black-billed Cuckoo
34
+ '21': Laughing Gull
35
+ '22': Lesser Goldfinch
36
+ '23': Common Tern
37
+ '24': Tree Swallow
38
+ '25': Black-billed Magpie
39
+ '26': Surf Scoter
40
+ '27': Black-and-white Warbler
41
+ '28': Mountain Chickadee
42
+ '29': California Thrasher
43
+ '30': Osprey
44
+ '31': Long-tailed Duck
45
+ '32': Semipalmated Plover
46
+ '33': Reddish Egret
47
+ '34': Black Guillemot
48
+ '35': Ring-billed Gull
49
+ '36': American Avocet
50
+ '37': White-faced Ibis
51
+ '38': Western Tanager
52
+ '39': Black-bellied Plover
53
+ '40': Winter Wren
54
+ '41': Mississippi Kite
55
+ '42': Townsend's Solitaire
56
+ '43': Bonaparte's Gull
57
+ '44': Cassin's Finch
58
+ '45': Yellow-rumped Warbler
59
+ '46': Great Black-backed Gull
60
+ '47': Red-naped Sapsucker
61
+ '48': Swamp Sparrow
62
+ '49': Western Screech-Owl
63
+ '50': Rusty Blackbird
64
+ '51': Northern Saw-whet Owl
65
+ '52': Plumbeous Vireo
66
+ '53': Bushtit
67
+ '54': White-tailed Kite
68
+ '55': White Ibis
69
+ '56': Ovenbird
70
+ '57': Cactus Wren
71
+ '58': Fish Crow
72
+ '59': Greater Scaup
73
+ '60': Pacific Loon
74
+ '61': Red-breasted Sapsucker
75
+ '62': Pied-billed Grebe
76
+ '63': Eastern Towhee
77
+ '64': Acorn Woodpecker
78
+ '65': Mourning Dove
79
+ '66': Red-bellied Woodpecker
80
+ '67': Eastern Wood-Pewee
81
+ '68': Northern Mockingbird
82
+ '69': Red Crossbill
83
+ '70': Wood Stork
84
+ '71': Pine Siskin
85
+ '72': Pacific Wren
86
+ '73': Barrow's Goldeneye
87
+ '74': American White Pelican
88
+ '75': Cordilleran Flycatcher
89
+ '76': Eastern Meadowlark
90
+ '77': Yellow-headed Blackbird
91
+ '78': Chipping Sparrow
92
+ '79': Common Grackle
93
+ '80': American Dipper
94
+ '81': Double-crested Cormorant
95
+ '82': Black Phoebe
96
+ '83': Surfbird
97
+ '84': Loggerhead Shrike
98
+ '85': Gila Woodpecker
99
+ '86': Snow Bunting
100
+ '87': Field Sparrow
101
+ '88': Brown Pelican
102
+ '89': Merlin
103
+ '90': Golden Eagle
104
+ '91': Turkey Vulture
105
+ '92': American Wigeon
106
+ '93': Black Turnstone
107
+ '94': Swainson's Thrush
108
+ '95': White-winged Crossbill
109
+ '96': Oak Titmouse
110
+ '97': Least Flycatcher
111
+ '98': Brown-headed Cowbird
112
+ '99': Horned Grebe
113
+ '100': Canvasback
114
+ '101': Yellow-breasted Chat
115
+ '102': Pine Warbler
116
+ '103': Bald Eagle
117
+ '104': Downy Woodpecker
118
+ '105': Black-chinned Hummingbird
119
+ '106': Prothonotary Warbler
120
+ '107': Allen's Hummingbird
121
+ '108': Louisiana Waterthrush
122
+ '109': Gray Catbird
123
+ '110': Western Meadowlark
124
+ '111': House Finch
125
+ '112': Brown Thrasher
126
+ '113': Common Goldeneye
127
+ '114': Hoary Redpoll
128
+ '115': Eastern Kingbird
129
+ '116': Evening Grosbeak
130
+ '117': Mexican Jay
131
+ '118': Mute Swan
132
+ '119': Indigo Bunting
133
+ '120': Brewer's Sparrow
134
+ '121': American Goldfinch
135
+ '122': Red-headed Woodpecker
136
+ '123': Bell's Vireo
137
+ '124': White-winged Scoter
138
+ '125': Sandhill Crane
139
+ '126': Boat-tailed Grackle
140
+ '127': Scissor-tailed Flycatcher
141
+ '128': Great-tailed Grackle
142
+ '129': Common Merganser
143
+ '130': Marsh Wren
144
+ '131': Western Wood-Pewee
145
+ '132': Barred Owl
146
+ '133': Canada Warbler
147
+ '134': Common Nighthawk
148
+ '135': Long-billed Curlew
149
+ '136': Scaled Quail
150
+ '137': Western Sandpiper
151
+ '138': Ruby-crowned Kinglet
152
+ '139': Yellow-bellied Sapsucker
153
+ '140': Killdeer
154
+ '141': Chestnut-backed Chickadee
155
+ '142': Belted Kingfisher
156
+ '143': Blackpoll Warbler
157
+ '144': Purple Gallinule
158
+ '145': American Robin
159
+ '146': Solitary Sandpiper
160
+ '147': Chihuahuan Raven
161
+ '148': Yellow-billed Magpie
162
+ '149': Black Tern
163
+ '150': House Sparrow
164
+ '151': Rufous-crowned Sparrow
165
+ '152': Ring-necked Duck
166
+ '153': Warbling Vireo
167
+ '154': Red-shouldered Hawk
168
+ '155': Northern Harrier
169
+ '156': Bay-breasted Warbler
170
+ '157': Great Cormorant
171
+ '158': Rock Pigeon
172
+ '159': Short-billed Dowitcher
173
+ '160': Bronzed Cowbird
174
+ '161': Hooded Warbler
175
+ '162': Black Vulture
176
+ '163': White-breasted Nuthatch
177
+ '164': Lincoln's Sparrow
178
+ '165': Whimbrel
179
+ '166': Varied Thrush
180
+ '167': Dickcissel
181
+ '168': Snowy Owl
182
+ '169': Bank Swallow
183
+ '170': Veery
184
+ '171': Northern Waterthrush
185
+ '172': Bridled Titmouse
186
+ '173': Semipalmated Sandpiper
187
+ '174': Harris's Hawk
188
+ '175': Northern Rough-winged Swallow
189
+ '176': Northern Pintail
190
+ '177': Pelagic Cormorant
191
+ '178': Clark's Grebe
192
+ '179': Broad-winged Hawk
193
+ '180': Swallow-tailed Kite
194
+ '181': Monk Parakeet
195
+ '182': Blackburnian Warbler
196
+ '183': Burrowing Owl
197
+ '184': Cooper's Hawk
198
+ '185': Black Skimmer
199
+ '186': Forster's Tern
200
+ '187': Black-crested Titmouse
201
+ '188': Northwestern Crow
202
+ '189': Wood Thrush
203
+ '190': Blue Jay
204
+ '191': Dunlin
205
+ '192': Yellow-billed Cuckoo
206
+ '193': Black-throated Blue Warbler
207
+ '194': Carolina Chickadee
208
+ '195': Gadwall
209
+ '196': Nuttall's Woodpecker
210
+ '197': Common Gallinule
211
+ '198': Wilson's Snipe
212
+ '199': Greater White-fronted Goose
213
+ '200': Glossy Ibis
214
+ '201': Brant
215
+ '202': Common Ground-Dove
216
+ '203': Band-tailed Pigeon
217
+ '204': Marbled Godwit
218
+ '205': American Redstart
219
+ '206': Clay-colored Sparrow
220
+ '207': American Coot
221
+ '208': American Pipit
222
+ '209': Cackling Goose
223
+ '210': Northern Shrike
224
+ '211': Ruddy Duck
225
+ '212': Red-necked Grebe
226
+ '213': Ross's Goose
227
+ '214': Townsend's Warbler
228
+ '215': American Kestrel
229
+ '216': Royal Tern
230
+ '217': Sharp-shinned Hawk
231
+ '218': Black-legged Kittiwake
232
+ '219': Pileated Woodpecker
233
+ '220': Hermit Thrush
234
+ '221': Northern Gannet
235
+ '222': Western Kingbird
236
+ '223': Green-tailed Towhee
237
+ '224': Pine Grosbeak
238
+ '225': Harris's Sparrow
239
+ '226': Bullock's Oriole
240
+ '227': Brown-headed Nuthatch
241
+ '228': Cinnamon Teal
242
+ '229': Eastern Phoebe
243
+ '230': Gambel's Quail
244
+ '231': Nashville Warbler
245
+ '232': Baltimore Oriole
246
+ '233': Eastern Screech-Owl
247
+ '234': American Oystercatcher
248
+ '235': Ash-throated Flycatcher
249
+ '236': Inca Dove
250
+ '237': Anna's Hummingbird
251
+ '238': Black-headed Grosbeak
252
+ '239': Canada Goose
253
+ '240': Ruby-throated Hummingbird
254
+ '241': California Quail
255
+ '242': American Woodcock
256
+ '243': Spotted Sandpiper
257
+ '244': Blue-headed Vireo
258
+ '245': Wood Duck
259
+ '246': Summer Tanager
260
+ '247': Black-capped Chickadee
261
+ '248': Black-tailed Gnatcatcher
262
+ '249': Juniper Titmouse
263
+ '250': Red-throated Loon
264
+ '251': White-throated Sparrow
265
+ '252': Pacific-slope Flycatcher
266
+ '253': Brown-capped Rosy-Finch
267
+ '254': Canyon Wren
268
+ '255': Say's Phoebe
269
+ '256': Blue-winged Warbler
270
+ '257': Abert's Towhee
271
+ '258': Greater Yellowlegs
272
+ '259': Lazuli Bunting
273
+ '260': Red-breasted Nuthatch
274
+ '261': Carolina Wren
275
+ '262': Red-eyed Vireo
276
+ '263': Yellow-throated Vireo
277
+ '264': Least Sandpiper
278
+ '265': Roseate Spoonbill
279
+ '266': Mallard
280
+ '267': Vesper Sparrow
281
+ '268': Common Redpoll
282
+ '269': Heermann's Gull
283
+ '270': Broad-tailed Hummingbird
284
+ '271': Snowy Egret
285
+ '272': Barn Swallow
286
+ '273': Vermilion Flycatcher
287
+ '274': Rose-breasted Grosbeak
288
+ '275': Dark-eyed Junco
289
+ '276': Crested Caracara
290
+ '277': Gray Jay
291
+ '278': Purple Martin
292
+ '279': Magnolia Warbler
293
+ '280': Orange-crowned Warbler
294
+ '281': Broad-billed Hummingbird
295
+ '282': Painted Bunting
296
+ '283': American Black Duck
297
+ '284': Vaux's Swift
298
+ '285': Northern Bobwhite
299
+ '286': Black-throated Gray Warbler
300
+ '287': Red-winged Blackbird
301
+ '288': Black-crowned Night-Heron
302
+ '289': California Gull
303
+ '290': Common Raven
304
+ '291': Brewer's Blackbird
305
+ '292': Purple Finch
306
+ '293': Northern Cardinal
307
+ '294': Western Scrub-Jay
308
+ '295': Western Bluebird
309
+ '296': Northern Parula
310
+ '297': Northern Pygmy-Owl
311
+ '298': Palm Warbler
312
+ '299': Violet-green Swallow
313
+ '300': Great Crested Flycatcher
314
+ '301': Rough-legged Hawk
315
+ '302': Tufted Titmouse
316
+ '303': MacGillivray's Warbler
317
+ '304': Lark Bunting
318
+ '305': Orchard Oriole
319
+ '306': Bufflehead
320
+ '307': Black Oystercatcher
321
+ '308': Great Egret
322
+ '309': Redhead
323
+ '310': Blue-winged Teal
324
+ '311': Curve-billed Thrasher
325
+ '312': Scarlet Tanager
326
+ '313': Horned Lark
327
+ '314': Brandt's Cormorant
328
+ '315': White-crowned Sparrow
329
+ '316': House Wren
330
+ '317': Chimney Swift
331
+ '318': Black-necked Stilt
332
+ '319': Yellow Warbler
333
+ '320': Pygmy Nuthatch
334
+ '321': Gray-crowned Rosy-Finch
335
+ '322': Hutton's Vireo
336
+ '323': Hooded Merganser
337
+ '324': Western Grebe
338
+ '325': Canyon Towhee
339
+ '326': Ladder-backed Woodpecker
340
+ '327': Bobolink
341
+ '328': Golden-fronted Woodpecker
342
+ '329': Prairie Falcon
343
+ '330': Black-throated Green Warbler
344
+ '331': Greater Roadrunner
345
+ '332': Cedar Waxwing
346
+ '333': Blue Grosbeak
347
+ '334': Mew Gull
348
+ '335': White-throated Swift
349
+ '336': Red-breasted Merganser
350
+ '337': Cassin's Kingbird
351
+ '338': Green Heron
352
+ '339': Eastern Bluebird
353
+ '340': Eared Grebe
354
+ '341': Fox Sparrow
355
+ '342': Pigeon Guillemot
356
+ '343': Black-bellied Whistling-Duck
357
+ '344': Willet
358
+ '345': Mountain Bluebird
359
+ '346': Clark's Nutcracker
360
+ '347': Northern Flicker
361
+ '348': Bewick's Wren
362
+ '349': Prairie Warbler
363
+ '350': Anhinga
364
+ '351': Ruffed Grouse
365
+ '352': Northern Shoveler
366
+ '353': Common Loon
367
+ '354': Bohemian Waxwing
368
+ '355': Peregrine Falcon
369
+ '356': Snow Goose
370
+ '357': Lesser Scaup
371
+ '358': Golden-crowned Kinglet
372
+ '359': Great Blue Heron
373
+ '360': Ruddy Turnstone
374
+ '361': Western Gull
375
+ '362': Hairy Woodpecker
376
+ '363': Black Scoter
377
+ '364': Common Yellowthroat
378
+ '365': Boreal Chickadee
379
+ '366': Cave Swallow
380
+ '367': Mottled Duck
381
+ '368': Yellow-crowned Night-Heron
382
+ '369': Wilson's Phalarope
383
+ '370': Pyrrhuloxia
384
+ '371': Sanderling
385
+ '372': Tennessee Warbler
386
+ '373': Cliff Swallow
387
+ '374': Lark Sparrow
388
+ '375': Ring-necked Pheasant
389
+ '376': Great Horned Owl
390
+ '377': Hermit Warbler
391
+ '378': Yellow-throated Warbler
392
+ '379': Eurasian Collared-Dove
393
+ '380': Mourning Warbler
394
+ '381': Cassin's Vireo
395
+ '382': Cattle Egret
396
+ '383': Cape May Warbler
397
+ '384': European Starling
398
+ '385': Black Rosy-Finch
399
+ '386': White-winged Dove
400
+ '387': Common Eider
401
+ '388': Calliope Hummingbird
402
+ '389': Lesser Yellowlegs
403
+ '390': Golden-crowned Sparrow
404
+ '391': Brown Creeper
405
+ '392': Green-winged Teal
406
+ '393': Red-tailed Hawk
407
+ '394': Hooded Oriole
408
+ '395': Caspian Tern
409
+ '396': Trumpeter Swan
410
+ '397': California Towhee
411
+ '398': Wrentit
412
+ '399': Chestnut-sided Warbler
413
+ '400': Wilson's Warbler
414
+ '401': Barn Owl
415
+ '402': Herring Gull
416
+ '403': Steller's Jay
417
+ splits:
418
+ - name: train
419
+ num_bytes: 9106091
420
+ num_examples: 23912
421
+ - name: test
422
+ num_bytes: 9374111
423
+ num_examples: 24615
424
+ download_size: 9877722099
425
+ dataset_size: 18480202
426
  ---
bird-data.py ADDED
@@ -0,0 +1,76 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """nabirds dataset."""
2
+
3
+ import os
4
+
5
+ import datasets
6
+ from datasets.tasks import ImageClassification
7
+
8
+
9
+ _HOMEPAGE = "https://dl.allaboutbirds.org/nabirds"
10
+
11
+ _CITATION = """\
12
+ @MISC{Van_Horn_undated-kj,
13
+ title = "Building a bird recognition app and large scale dataset with citizen
14
+ scientists: The fine print in fine-grained dataset collection",
15
+ author = "Van Horn, Grant and Branson, Steve and Farrell, Ryan and Haber,
16
+ Scott and Barry, Jessie and Ipeirotis, Panos and Perona, Pietro and
17
+ Belongie, Serge and Lab Of Ornithology, Cornell and Tech, Cornell"
18
+ }
19
+ """
20
+
21
+ _DESCRIPTION = """\
22
+ We worked with citizen scientists and domainexperts to collect NABirds, a new high
23
+ quality dataset containing 48,562 images of North American birds with 555
24
+ categories, part annotations and bounding boxes.
25
+ """
26
+
27
+ _URLS = {
28
+ "train": "data/train.zip",
29
+ "test": "data/test.zip",
30
+ }
31
+
32
+ class Beans(datasets.GeneratorBasedBuilder):
33
+ """Beans plant leaf images dataset."""
34
+
35
+ def _info(self):
36
+ return datasets.DatasetInfo(
37
+ description=_DESCRIPTION,
38
+ features=datasets.Features(
39
+ {
40
+ "image_file_path": datasets.Value("string"),
41
+ "image": datasets.Image(),
42
+ "labels": datasets.features.ClassLabel(names_file="classes.txt"),
43
+ }
44
+ ),
45
+ supervised_keys=("image", "labels"),
46
+ homepage=_HOMEPAGE,
47
+ citation=_CITATION,
48
+ task_templates=[ImageClassification(image_column="image", label_column="labels")],
49
+ )
50
+
51
+ def _split_generators(self, dl_manager):
52
+ data_files = dl_manager.download_and_extract(_URLS)
53
+ return [
54
+ datasets.SplitGenerator(
55
+ name=datasets.Split.TRAIN,
56
+ gen_kwargs={
57
+ "files": dl_manager.iter_files([data_files["train"]]),
58
+ },
59
+ ),
60
+ datasets.SplitGenerator(
61
+ name=datasets.Split.TEST,
62
+ gen_kwargs={
63
+ "files": dl_manager.iter_files([data_files["test"]]),
64
+ },
65
+ ),
66
+ ]
67
+
68
+ def _generate_examples(self, files):
69
+ for i, path in enumerate(files):
70
+ file_name = os.path.basename(path)
71
+ if file_name.endswith(".jpg"):
72
+ yield i, {
73
+ "image_file_path": path,
74
+ "image": path,
75
+ "labels": os.path.basename(os.path.dirname(path)),
76
+ }
classes.txt ADDED
@@ -0,0 +1,404 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Little Blue Heron
2
+ Swainson's Hawk
3
+ Glaucous-winged Gull
4
+ Spotted Towhee
5
+ Neotropic Cormorant
6
+ White-eyed Vireo
7
+ Tundra Swan
8
+ Costa's Hummingbird
9
+ American Crow
10
+ American Tree Sparrow
11
+ Savannah Sparrow
12
+ Verdin
13
+ Wild Turkey
14
+ Rufous Hummingbird
15
+ Blue-gray Gnatcatcher
16
+ Song Sparrow
17
+ Tricolored Heron
18
+ Phainopepla
19
+ Harlequin Duck
20
+ Florida Scrub-Jay
21
+ Black-billed Cuckoo
22
+ Laughing Gull
23
+ Lesser Goldfinch
24
+ Common Tern
25
+ Tree Swallow
26
+ Black-billed Magpie
27
+ Surf Scoter
28
+ Black-and-white Warbler
29
+ Mountain Chickadee
30
+ California Thrasher
31
+ Osprey
32
+ Long-tailed Duck
33
+ Semipalmated Plover
34
+ Reddish Egret
35
+ Black Guillemot
36
+ Ring-billed Gull
37
+ American Avocet
38
+ White-faced Ibis
39
+ Western Tanager
40
+ Black-bellied Plover
41
+ Winter Wren
42
+ Mississippi Kite
43
+ Townsend's Solitaire
44
+ Bonaparte's Gull
45
+ Cassin's Finch
46
+ Yellow-rumped Warbler
47
+ Great Black-backed Gull
48
+ Red-naped Sapsucker
49
+ Swamp Sparrow
50
+ Western Screech-Owl
51
+ Rusty Blackbird
52
+ Northern Saw-whet Owl
53
+ Plumbeous Vireo
54
+ Bushtit
55
+ White-tailed Kite
56
+ White Ibis
57
+ Ovenbird
58
+ Cactus Wren
59
+ Fish Crow
60
+ Greater Scaup
61
+ Pacific Loon
62
+ Red-breasted Sapsucker
63
+ Pied-billed Grebe
64
+ Eastern Towhee
65
+ Acorn Woodpecker
66
+ Mourning Dove
67
+ Red-bellied Woodpecker
68
+ Eastern Wood-Pewee
69
+ Northern Mockingbird
70
+ Red Crossbill
71
+ Wood Stork
72
+ Pine Siskin
73
+ Pacific Wren
74
+ Barrow's Goldeneye
75
+ American White Pelican
76
+ Cordilleran Flycatcher
77
+ Eastern Meadowlark
78
+ Yellow-headed Blackbird
79
+ Chipping Sparrow
80
+ Common Grackle
81
+ American Dipper
82
+ Double-crested Cormorant
83
+ Black Phoebe
84
+ Surfbird
85
+ Loggerhead Shrike
86
+ Gila Woodpecker
87
+ Snow Bunting
88
+ Field Sparrow
89
+ Brown Pelican
90
+ Merlin
91
+ Golden Eagle
92
+ Turkey Vulture
93
+ American Wigeon
94
+ Black Turnstone
95
+ Swainson's Thrush
96
+ White-winged Crossbill
97
+ Oak Titmouse
98
+ Least Flycatcher
99
+ Brown-headed Cowbird
100
+ Horned Grebe
101
+ Canvasback
102
+ Yellow-breasted Chat
103
+ Pine Warbler
104
+ Bald Eagle
105
+ Downy Woodpecker
106
+ Black-chinned Hummingbird
107
+ Prothonotary Warbler
108
+ Allen's Hummingbird
109
+ Louisiana Waterthrush
110
+ Gray Catbird
111
+ Western Meadowlark
112
+ House Finch
113
+ Brown Thrasher
114
+ Common Goldeneye
115
+ Hoary Redpoll
116
+ Eastern Kingbird
117
+ Evening Grosbeak
118
+ Mexican Jay
119
+ Mute Swan
120
+ Indigo Bunting
121
+ Brewer's Sparrow
122
+ American Goldfinch
123
+ Red-headed Woodpecker
124
+ Bell's Vireo
125
+ White-winged Scoter
126
+ Sandhill Crane
127
+ Boat-tailed Grackle
128
+ Scissor-tailed Flycatcher
129
+ Great-tailed Grackle
130
+ Common Merganser
131
+ Marsh Wren
132
+ Western Wood-Pewee
133
+ Barred Owl
134
+ Canada Warbler
135
+ Common Nighthawk
136
+ Long-billed Curlew
137
+ Scaled Quail
138
+ Western Sandpiper
139
+ Ruby-crowned Kinglet
140
+ Yellow-bellied Sapsucker
141
+ Killdeer
142
+ Chestnut-backed Chickadee
143
+ Belted Kingfisher
144
+ Blackpoll Warbler
145
+ Purple Gallinule
146
+ American Robin
147
+ Solitary Sandpiper
148
+ Chihuahuan Raven
149
+ Yellow-billed Magpie
150
+ Black Tern
151
+ House Sparrow
152
+ Rufous-crowned Sparrow
153
+ Ring-necked Duck
154
+ Warbling Vireo
155
+ Red-shouldered Hawk
156
+ Northern Harrier
157
+ Bay-breasted Warbler
158
+ Great Cormorant
159
+ Rock Pigeon
160
+ Short-billed Dowitcher
161
+ Bronzed Cowbird
162
+ Hooded Warbler
163
+ Black Vulture
164
+ White-breasted Nuthatch
165
+ Lincoln's Sparrow
166
+ Whimbrel
167
+ Varied Thrush
168
+ Dickcissel
169
+ Snowy Owl
170
+ Bank Swallow
171
+ Veery
172
+ Northern Waterthrush
173
+ Bridled Titmouse
174
+ Semipalmated Sandpiper
175
+ Harris's Hawk
176
+ Northern Rough-winged Swallow
177
+ Northern Pintail
178
+ Pelagic Cormorant
179
+ Clark's Grebe
180
+ Broad-winged Hawk
181
+ Swallow-tailed Kite
182
+ Monk Parakeet
183
+ Blackburnian Warbler
184
+ Burrowing Owl
185
+ Cooper's Hawk
186
+ Black Skimmer
187
+ Forster's Tern
188
+ Black-crested Titmouse
189
+ Northwestern Crow
190
+ Wood Thrush
191
+ Blue Jay
192
+ Dunlin
193
+ Yellow-billed Cuckoo
194
+ Black-throated Blue Warbler
195
+ Carolina Chickadee
196
+ Gadwall
197
+ Nuttall's Woodpecker
198
+ Common Gallinule
199
+ Wilson's Snipe
200
+ Greater White-fronted Goose
201
+ Glossy Ibis
202
+ Brant
203
+ Common Ground-Dove
204
+ Band-tailed Pigeon
205
+ Marbled Godwit
206
+ American Redstart
207
+ Clay-colored Sparrow
208
+ American Coot
209
+ American Pipit
210
+ Cackling Goose
211
+ Northern Shrike
212
+ Ruddy Duck
213
+ Red-necked Grebe
214
+ Ross's Goose
215
+ Townsend's Warbler
216
+ American Kestrel
217
+ Royal Tern
218
+ Sharp-shinned Hawk
219
+ Black-legged Kittiwake
220
+ Pileated Woodpecker
221
+ Hermit Thrush
222
+ Northern Gannet
223
+ Western Kingbird
224
+ Green-tailed Towhee
225
+ Pine Grosbeak
226
+ Harris's Sparrow
227
+ Bullock's Oriole
228
+ Brown-headed Nuthatch
229
+ Cinnamon Teal
230
+ Eastern Phoebe
231
+ Gambel's Quail
232
+ Nashville Warbler
233
+ Baltimore Oriole
234
+ Eastern Screech-Owl
235
+ American Oystercatcher
236
+ Ash-throated Flycatcher
237
+ Inca Dove
238
+ Anna's Hummingbird
239
+ Black-headed Grosbeak
240
+ Canada Goose
241
+ Ruby-throated Hummingbird
242
+ California Quail
243
+ American Woodcock
244
+ Spotted Sandpiper
245
+ Blue-headed Vireo
246
+ Wood Duck
247
+ Summer Tanager
248
+ Black-capped Chickadee
249
+ Black-tailed Gnatcatcher
250
+ Juniper Titmouse
251
+ Red-throated Loon
252
+ White-throated Sparrow
253
+ Pacific-slope Flycatcher
254
+ Brown-capped Rosy-Finch
255
+ Canyon Wren
256
+ Say's Phoebe
257
+ Blue-winged Warbler
258
+ Abert's Towhee
259
+ Greater Yellowlegs
260
+ Lazuli Bunting
261
+ Red-breasted Nuthatch
262
+ Carolina Wren
263
+ Red-eyed Vireo
264
+ Yellow-throated Vireo
265
+ Least Sandpiper
266
+ Roseate Spoonbill
267
+ Mallard
268
+ Vesper Sparrow
269
+ Common Redpoll
270
+ Heermann's Gull
271
+ Broad-tailed Hummingbird
272
+ Snowy Egret
273
+ Barn Swallow
274
+ Vermilion Flycatcher
275
+ Rose-breasted Grosbeak
276
+ Dark-eyed Junco
277
+ Crested Caracara
278
+ Gray Jay
279
+ Purple Martin
280
+ Magnolia Warbler
281
+ Orange-crowned Warbler
282
+ Broad-billed Hummingbird
283
+ Painted Bunting
284
+ American Black Duck
285
+ Vaux's Swift
286
+ Northern Bobwhite
287
+ Black-throated Gray Warbler
288
+ Red-winged Blackbird
289
+ Black-crowned Night-Heron
290
+ California Gull
291
+ Common Raven
292
+ Brewer's Blackbird
293
+ Purple Finch
294
+ Northern Cardinal
295
+ Western Scrub-Jay
296
+ Western Bluebird
297
+ Northern Parula
298
+ Northern Pygmy-Owl
299
+ Palm Warbler
300
+ Violet-green Swallow
301
+ Great Crested Flycatcher
302
+ Rough-legged Hawk
303
+ Tufted Titmouse
304
+ MacGillivray's Warbler
305
+ Lark Bunting
306
+ Orchard Oriole
307
+ Bufflehead
308
+ Black Oystercatcher
309
+ Great Egret
310
+ Redhead
311
+ Blue-winged Teal
312
+ Curve-billed Thrasher
313
+ Scarlet Tanager
314
+ Horned Lark
315
+ Brandt's Cormorant
316
+ White-crowned Sparrow
317
+ House Wren
318
+ Chimney Swift
319
+ Black-necked Stilt
320
+ Yellow Warbler
321
+ Pygmy Nuthatch
322
+ Gray-crowned Rosy-Finch
323
+ Hutton's Vireo
324
+ Hooded Merganser
325
+ Western Grebe
326
+ Canyon Towhee
327
+ Ladder-backed Woodpecker
328
+ Bobolink
329
+ Golden-fronted Woodpecker
330
+ Prairie Falcon
331
+ Black-throated Green Warbler
332
+ Greater Roadrunner
333
+ Cedar Waxwing
334
+ Blue Grosbeak
335
+ Mew Gull
336
+ White-throated Swift
337
+ Red-breasted Merganser
338
+ Cassin's Kingbird
339
+ Green Heron
340
+ Eastern Bluebird
341
+ Eared Grebe
342
+ Fox Sparrow
343
+ Pigeon Guillemot
344
+ Black-bellied Whistling-Duck
345
+ Willet
346
+ Mountain Bluebird
347
+ Clark's Nutcracker
348
+ Northern Flicker
349
+ Bewick's Wren
350
+ Prairie Warbler
351
+ Anhinga
352
+ Ruffed Grouse
353
+ Northern Shoveler
354
+ Common Loon
355
+ Bohemian Waxwing
356
+ Peregrine Falcon
357
+ Snow Goose
358
+ Lesser Scaup
359
+ Golden-crowned Kinglet
360
+ Great Blue Heron
361
+ Ruddy Turnstone
362
+ Western Gull
363
+ Hairy Woodpecker
364
+ Black Scoter
365
+ Common Yellowthroat
366
+ Boreal Chickadee
367
+ Cave Swallow
368
+ Mottled Duck
369
+ Yellow-crowned Night-Heron
370
+ Wilson's Phalarope
371
+ Pyrrhuloxia
372
+ Sanderling
373
+ Tennessee Warbler
374
+ Cliff Swallow
375
+ Lark Sparrow
376
+ Ring-necked Pheasant
377
+ Great Horned Owl
378
+ Hermit Warbler
379
+ Yellow-throated Warbler
380
+ Eurasian Collared-Dove
381
+ Mourning Warbler
382
+ Cassin's Vireo
383
+ Cattle Egret
384
+ Cape May Warbler
385
+ European Starling
386
+ Black Rosy-Finch
387
+ White-winged Dove
388
+ Common Eider
389
+ Calliope Hummingbird
390
+ Lesser Yellowlegs
391
+ Golden-crowned Sparrow
392
+ Brown Creeper
393
+ Green-winged Teal
394
+ Red-tailed Hawk
395
+ Hooded Oriole
396
+ Caspian Tern
397
+ Trumpeter Swan
398
+ California Towhee
399
+ Wrentit
400
+ Chestnut-sided Warbler
401
+ Wilson's Warbler
402
+ Barn Owl
403
+ Herring Gull
404
+ Steller's Jay