Datasets:

gjuggler
/

bird-data

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

bird-data.py ADDED Viewed

	@@ -0,0 +1,76 @@

+"""nabirds dataset."""
+import os
+import datasets
+from datasets.tasks import ImageClassification
+_HOMEPAGE = "https://dl.allaboutbirds.org/nabirds"
+_CITATION = """\
+@MISC{Van_Horn_undated-kj,
+  title  = "Building a bird recognition app and large scale dataset with citizen
+            scientists: The fine print in fine-grained dataset collection",
+  author = "Van Horn, Grant and Branson, Steve and Farrell, Ryan and Haber,
+            Scott and Barry, Jessie and Ipeirotis, Panos and Perona, Pietro and
+            Belongie, Serge and Lab Of Ornithology, Cornell and Tech, Cornell"
+}
+"""
+_DESCRIPTION = """\
+We worked with citizen scientists and domainexperts to collect NABirds, a new high
+quality dataset containing  48,562  images  of  North  American  birds  with  555
+categories, part annotations and bounding boxes.
+"""
+_URLS = {
+    "train": "data/train.zip",
+    "test": "data/test.zip",
+}
+class Beans(datasets.GeneratorBasedBuilder):
+    """Beans plant leaf images dataset."""
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "image_file_path": datasets.Value("string"),
+                    "image": datasets.Image(),
+                    "labels": datasets.features.ClassLabel(names_file="classes.txt"),
+                }
+            ),
+            supervised_keys=("image", "labels"),
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+            task_templates=[ImageClassification(image_column="image", label_column="labels")],
+        )
+    def _split_generators(self, dl_manager):
+        data_files = dl_manager.download_and_extract(_URLS)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "files": dl_manager.iter_files([data_files["train"]]),
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "files": dl_manager.iter_files([data_files["test"]]),
+                },
+            ),
+        ]
+    def _generate_examples(self, files):
+        for i, path in enumerate(files):
+            file_name = os.path.basename(path)
+            if file_name.endswith(".jpg"):
+                yield i, {
+                    "image_file_path": path,
+                    "image": path,
+                    "labels": os.path.basename(os.path.dirname(path)),
+                }

classes.txt ADDED Viewed

	@@ -0,0 +1,404 @@

+Little Blue Heron
+Swainson's Hawk
+Glaucous-winged Gull
+Spotted Towhee
+Neotropic Cormorant
+White-eyed Vireo
+Tundra Swan
+Costa's Hummingbird
+American Crow
+American Tree Sparrow
+Savannah Sparrow
+Verdin
+Wild Turkey
+Rufous Hummingbird
+Blue-gray Gnatcatcher
+Song Sparrow
+Tricolored Heron
+Phainopepla
+Harlequin Duck
+Florida Scrub-Jay
+Black-billed Cuckoo
+Laughing Gull
+Lesser Goldfinch
+Common Tern
+Tree Swallow
+Black-billed Magpie
+Surf Scoter
+Black-and-white Warbler
+Mountain Chickadee
+California Thrasher
+Osprey
+Long-tailed Duck
+Semipalmated Plover
+Reddish Egret
+Black Guillemot
+Ring-billed Gull
+American Avocet
+White-faced Ibis
+Western Tanager
+Black-bellied Plover
+Winter Wren
+Mississippi Kite
+Townsend's Solitaire
+Bonaparte's Gull
+Cassin's Finch
+Yellow-rumped Warbler
+Great Black-backed Gull
+Red-naped Sapsucker
+Swamp Sparrow
+Western Screech-Owl
+Rusty Blackbird
+Northern Saw-whet Owl
+Plumbeous Vireo
+Bushtit
+White-tailed Kite
+White Ibis
+Ovenbird
+Cactus Wren
+Fish Crow
+Greater Scaup
+Pacific Loon
+Red-breasted Sapsucker
+Pied-billed Grebe
+Eastern Towhee
+Acorn Woodpecker
+Mourning Dove
+Red-bellied Woodpecker
+Eastern Wood-Pewee
+Northern Mockingbird
+Red Crossbill
+Wood Stork
+Pine Siskin
+Pacific Wren
+Barrow's Goldeneye
+American White Pelican
+Cordilleran Flycatcher
+Eastern Meadowlark
+Yellow-headed Blackbird
+Chipping Sparrow
+Common Grackle
+American Dipper
+Double-crested Cormorant
+Black Phoebe
+Surfbird
+Loggerhead Shrike
+Gila Woodpecker
+Snow Bunting
+Field Sparrow
+Brown Pelican
+Merlin
+Golden Eagle
+Turkey Vulture
+American Wigeon
+Black Turnstone
+Swainson's Thrush
+White-winged Crossbill
+Oak Titmouse
+Least Flycatcher
+Brown-headed Cowbird
+Horned Grebe
+Canvasback
+Yellow-breasted Chat
+Pine Warbler
+Bald Eagle
+Downy Woodpecker
+Black-chinned Hummingbird
+Prothonotary Warbler
+Allen's Hummingbird
+Louisiana Waterthrush
+Gray Catbird
+Western Meadowlark
+House Finch
+Brown Thrasher
+Common Goldeneye
+Hoary Redpoll
+Eastern Kingbird
+Evening Grosbeak
+Mexican Jay
+Mute Swan
+Indigo Bunting
+Brewer's Sparrow
+American Goldfinch
+Red-headed Woodpecker
+Bell's Vireo
+White-winged Scoter
+Sandhill Crane
+Boat-tailed Grackle
+Scissor-tailed Flycatcher
+Great-tailed Grackle
+Common Merganser
+Marsh Wren
+Western Wood-Pewee
+Barred Owl
+Canada Warbler
+Common Nighthawk
+Long-billed Curlew
+Scaled Quail
+Western Sandpiper
+Ruby-crowned Kinglet
+Yellow-bellied Sapsucker
+Killdeer
+Chestnut-backed Chickadee
+Belted Kingfisher
+Blackpoll Warbler
+Purple Gallinule
+American Robin
+Solitary Sandpiper
+Chihuahuan Raven
+Yellow-billed Magpie
+Black Tern
+House Sparrow
+Rufous-crowned Sparrow
+Ring-necked Duck
+Warbling Vireo
+Red-shouldered Hawk
+Northern Harrier
+Bay-breasted Warbler
+Great Cormorant
+Rock Pigeon
+Short-billed Dowitcher
+Bronzed Cowbird
+Hooded Warbler
+Black Vulture
+White-breasted Nuthatch
+Lincoln's Sparrow
+Whimbrel
+Varied Thrush
+Dickcissel
+Snowy Owl
+Bank Swallow
+Veery
+Northern Waterthrush
+Bridled Titmouse
+Semipalmated Sandpiper
+Harris's Hawk
+Northern Rough-winged Swallow
+Northern Pintail
+Pelagic Cormorant
+Clark's Grebe
+Broad-winged Hawk
+Swallow-tailed Kite
+Monk Parakeet
+Blackburnian Warbler
+Burrowing Owl
+Cooper's Hawk
+Black Skimmer
+Forster's Tern
+Black-crested Titmouse
+Northwestern Crow
+Wood Thrush
+Blue Jay
+Dunlin
+Yellow-billed Cuckoo
+Black-throated Blue Warbler
+Carolina Chickadee
+Gadwall
+Nuttall's Woodpecker
+Common Gallinule
+Wilson's Snipe
+Greater White-fronted Goose
+Glossy Ibis
+Brant
+Common Ground-Dove
+Band-tailed Pigeon
+Marbled Godwit
+American Redstart
+Clay-colored Sparrow
+American Coot
+American Pipit
+Cackling Goose
+Northern Shrike
+Ruddy Duck
+Red-necked Grebe
+Ross's Goose
+Townsend's Warbler
+American Kestrel
+Royal Tern
+Sharp-shinned Hawk
+Black-legged Kittiwake
+Pileated Woodpecker
+Hermit Thrush
+Northern Gannet
+Western Kingbird
+Green-tailed Towhee
+Pine Grosbeak
+Harris's Sparrow
+Bullock's Oriole
+Brown-headed Nuthatch
+Cinnamon Teal
+Eastern Phoebe
+Gambel's Quail
+Nashville Warbler
+Baltimore Oriole
+Eastern Screech-Owl
+American Oystercatcher
+Ash-throated Flycatcher
+Inca Dove
+Anna's Hummingbird
+Black-headed Grosbeak
+Canada Goose
+Ruby-throated Hummingbird
+California Quail
+American Woodcock
+Spotted Sandpiper
+Blue-headed Vireo
+Wood Duck
+Summer Tanager
+Black-capped Chickadee
+Black-tailed Gnatcatcher
+Juniper Titmouse
+Red-throated Loon
+White-throated Sparrow
+Pacific-slope Flycatcher
+Brown-capped Rosy-Finch
+Canyon Wren
+Say's Phoebe
+Blue-winged Warbler
+Abert's Towhee
+Greater Yellowlegs
+Lazuli Bunting
+Red-breasted Nuthatch
+Carolina Wren
+Red-eyed Vireo
+Yellow-throated Vireo
+Least Sandpiper
+Roseate Spoonbill
+Mallard
+Vesper Sparrow
+Common Redpoll
+Heermann's Gull
+Broad-tailed Hummingbird
+Snowy Egret
+Barn Swallow
+Vermilion Flycatcher
+Rose-breasted Grosbeak
+Dark-eyed Junco
+Crested Caracara
+Gray Jay
+Purple Martin
+Magnolia Warbler
+Orange-crowned Warbler
+Broad-billed Hummingbird
+Painted Bunting
+American Black Duck
+Vaux's Swift
+Northern Bobwhite
+Black-throated Gray Warbler
+Red-winged Blackbird
+Black-crowned Night-Heron
+California Gull
+Common Raven
+Brewer's Blackbird
+Purple Finch
+Northern Cardinal
+Western Scrub-Jay
+Western Bluebird
+Northern Parula
+Northern Pygmy-Owl
+Palm Warbler
+Violet-green Swallow
+Great Crested Flycatcher
+Rough-legged Hawk
+Tufted Titmouse
+MacGillivray's Warbler
+Lark Bunting
+Orchard Oriole
+Bufflehead
+Black Oystercatcher
+Great Egret
+Redhead
+Blue-winged Teal
+Curve-billed Thrasher
+Scarlet Tanager
+Horned Lark
+Brandt's Cormorant
+White-crowned Sparrow
+House Wren
+Chimney Swift
+Black-necked Stilt
+Yellow Warbler
+Pygmy Nuthatch
+Gray-crowned Rosy-Finch
+Hutton's Vireo
+Hooded Merganser
+Western Grebe
+Canyon Towhee
+Ladder-backed Woodpecker
+Bobolink
+Golden-fronted Woodpecker
+Prairie Falcon
+Black-throated Green Warbler
+Greater Roadrunner
+Cedar Waxwing
+Blue Grosbeak
+Mew Gull
+White-throated Swift
+Red-breasted Merganser
+Cassin's Kingbird
+Green Heron
+Eastern Bluebird
+Eared Grebe
+Fox Sparrow
+Pigeon Guillemot
+Black-bellied Whistling-Duck
+Willet
+Mountain Bluebird
+Clark's Nutcracker
+Northern Flicker
+Bewick's Wren
+Prairie Warbler
+Anhinga
+Ruffed Grouse
+Northern Shoveler
+Common Loon
+Bohemian Waxwing
+Peregrine Falcon
+Snow Goose
+Lesser Scaup
+Golden-crowned Kinglet
+Great Blue Heron
+Ruddy Turnstone
+Western Gull
+Hairy Woodpecker
+Black Scoter
+Common Yellowthroat
+Boreal Chickadee
+Cave Swallow
+Mottled Duck
+Yellow-crowned Night-Heron
+Wilson's Phalarope
+Pyrrhuloxia
+Sanderling
+Tennessee Warbler
+Cliff Swallow
+Lark Sparrow
+Ring-necked Pheasant
+Great Horned Owl
+Hermit Warbler
+Yellow-throated Warbler
+Eurasian Collared-Dove
+Mourning Warbler
+Cassin's Vireo
+Cattle Egret
+Cape May Warbler
+European Starling
+Black Rosy-Finch
+White-winged Dove
+Common Eider
+Calliope Hummingbird
+Lesser Yellowlegs
+Golden-crowned Sparrow
+Brown Creeper
+Green-winged Teal
+Red-tailed Hawk
+Hooded Oriole
+Caspian Tern
+Trumpeter Swan
+California Towhee
+Wrentit
+Chestnut-sided Warbler
+Wilson's Warbler
+Barn Owl
+Herring Gull
+Steller's Jay