Datasets:
Sub-tasks:
multi-class-image-classification
Languages:
English
Size Categories:
10K<n<15K
Source Datasets:
extended|other
License:
apache-2.0
Dataset Preview
Go to dataset viewer
| image (image) | description (string) | label (class label) | file_name (string) |
|---|---|---|---|
 | "this bird is brown with a lighter brown crest.
aquatic large bird with long hooked bill, white face, and brown body.
bird has brown body feathers, brown breast feathers, and brown beak
this bird has a white superciliary and brown all around its body with a long bill
this is a brown bird with a white face and a long downward pointing beak.
this bird is brown with white and has a long, pointy beak.
brown duck playing on the lake making a poodle
this bird has wings that are brown and has a long bill
this bird has long brown bill, with a brown body.
this is a medium sized brown bird, with a long pointed bill.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0007_796138.jpg"
|
 | "the wings are brown, long and narrow, and have white markings on the secondaries, the bill is blunt tipped and black, the head is light brown with a white thin marking between the eye and the beak.
grey bird with black flat beak with grey and white big wings
the dark brown bird has black eye ring and black rectrices.
this bird's most distinct feature is its long, flat beak as well as its large wingspan.
a bird with a large black bill with downward curve, white superciliaries and brown plumage.
this bird has a large black bill with a white ring around the base of the bill.
this bird has wings that are black and has a long black bill
the bird has a curved black bill and two large brown wingbars.
this bird has a wide wing span covered in brown, grey and white feathers with a broad, blunt beak.
this bird has a brown crown, brown primaries, and a brown throat.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0009_34.jpg"
|
 | "here we have a bird soaring above the water and it's color is dark brown, he seems to have a long dark colored bill with a white ring around it on the upper part near the bill.
this large bird is black all over, with a large flattened bill.
a large bird covered n green feathers except for the bits of white on the edges of its wings, and the circle around its bill.
this is a large grey bird with a large grey beak.
this bird is brown and has a black bill with a white bit surrounding it.
this bird has uniformly brown plumage, with a white ring around the base of its long, brown beak.
this bird has wings that are brown and has a thick bill
this dark brown bird has long, angular wings, short rectrices, and a blunt, medium length black bill.
this bird has a large beak and is brown with a white ring on its face.
a large brown and black bird with large thick bill has white stripe along bill.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0010_796097.jpg"
|
 | "this flying bird has long brown wings and a black bill with a white stripe around it.
bird has brown body feathers, brown breast feathers, and brown thick beak
a large brown bird with white secondaries, a black bill and yellow eyes.
this bird is black with brown on its stomach and has a long, pointy beak.
this is a brown bird with a white eye and a long and pointy bill.
this bird is mostly dark grey and has a white ring around its bill.
this is a brown bird with an incredible wingspan and an extended bill for its size.
a large long bill, wide wing span dark brown bird with light beige tipped primaries.
the large bird has a black bill, crown and nape and long wings that have brown secondaries and black converts together with a brown belly and tail.
this bird is brown with black and has a long, pointy beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0014_89.jpg"
|
 | "this is mostly brown bird with webbed feet that are also brown.
this is a gray bird with black feet and a white bill
this is a grey bird with black feet and a large beak.
the bird spreads its wings while gliding over the surface of the water.
a bird with grey tarsus and webbed feet, the bill is long and curved, with a grey belly and breast
a very big bird with agrayish colored body, a very large wingspan and very large feet.
this bird has wings that are gray and has a long bill
this big bird has two large wings, a large and thick beak, and very big feet.
this bird has a grey bill with grey crown and grey webbed feet.
this bird has wings that are grey and hgas a long bill
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0017_796098.jpg"
|
 | "bird with large wingspan, very long and thick downward curved beak.
a large bird with large black wings, a gray body, and large hooked gray beak.
this is a bird with a white belly and dark wings.
this bird has very wide-reacing wingbars and secondaries. the breast is white and it has a dark yellow bill.
this is a large bird with large secondaries and white on the cheek patches.
a large bird with a grey belly, and large black wings.
this bird is grey with black and has a long, pointy beak.
this pale black bird has two wide spread wingbars and throat and beak are light in color
this bird has a black crown, black primaries, and a black belly.
this large majestic bird has a huge wingspan that is mostly black and gray while its bill is white and the body is mostly gray.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0019_796104.jpg"
|
 | "this bird is almost completely dark gray, it has a light gray crown.
this bird has a curved black bill, a brown breast, and a white crown.
a dark gray bird with long skinny wings and a white head.
brown bird with extremely long winspan and a white crown.
this bird has very long wings and is a water bird with white on its head.
this particular bird has a large wingspan and a patch of white on its face
this bird is brown with black and has a very short beak.
a beautiful bird in flight with dark body and white head.
this black bird has a white crown and large wingspan relative to its body.
this bird has a black bill and broad, grey wings and a grey body.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0023_796059.jpg"
|
 | "a brown bird with white on the supercillary and a brown bill
this interesting bird has a long beak that is curved at it's end, and soft white and brown colored feathers.
a big brown bird with a brownish beak.
this bird has a long curved bill, and dark brown plumage with white accents beneath the eyes.
this bird has a brown crown and a long bill.
this bird is brown with white and has a long, pointy beak.
this bird has a long neck and has a long black bill
a dark grey bird with a large black bill.
a bird with a large rounded beak, a dark nape, and a light cheek patch.
this bird has wings that are brown and has a long neck
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0031_100.jpg"
|
 | "a large bird has a white belly, long tarsus', and webbed black feet.
the bird has a long black bill that is curved and large.
this is a large grey bird with a large downward pointing beak.
this waterbird has a large wingspan and a large, crooked black beak.
this big bird has a long, black wingbars, and black thigh, body and feet.
this bird has wings that are grey and has a long black bill
this medium sized gray bird has webbed feet and a dark grab beak that curves down at the tip
this bird is grey with black and has a long, pointy beak.
this is a gray bird with a light gray abdomen and a dark gray beak that curves down at the tip
this bird has long black bill, with a grey breast and belly.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0032_796115.jpg"
|
 | "medium to large sized bird with a grey body and dark wings with white spots around the eyes and tails.
a medium sized brown bird with long wings and a long beak.
a medium sized bird with a bill that curves downward, with a brown body.
this gray bird has a white crown and a long but blunted beak.
medium to large brown and grey bird with long brown beak
this bird has wings that are brown and has a long bill
a charcoal colored bird with darker black wings and white areas near it's tail and beak.
this bird has a long pointed beak with a wide wingspan.
this bird is large with a mostly grey body with a slightly lighter tone and large bill.
this bird has wings that are grey and has a long bill
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0036_796127.jpg"
|
 | "a bird with flustered grey feathers has a long neck and a white crown.
a large bird with a white face, and brown feathers covering the rest of its body.
this is a large grey bird with a large rounded bill and a downward point at the end.
a medium sized bird that has tones of grey with a medium sized bill
a medium bird with gray feathers and a black beak.
this bird contains white long its face, crown nd beak, and brown nd grey feathers covers the rest of its body.
the bird has a long dull beak, the head around near the beak is white and the rest of the bird is dark grey.
this bird has wings that are brown and has a black bill
this bird is brown and black in color, with a curled black beak.
this bird has wings that are grey and has a long neck
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0038_212.jpg"
|
 | "a medium-sized brown bird with a long, thick bill, large wings and a long neck compared to its body.
this large bird has a large bill and is light brown to tan in color with darker primaries.
this bird has a long bill and is brown in color
this is a brown and black bird with a brown bill
this bird is brown with black on its wings and has a long, pointy beak.
this bird has a long beak, and is swimming in the water.
this particular bird has a wings that are brown and black
this water bound bird has a very long beak and is much bigger than average birds.
this is a large bird, brown in color, with a thick beak.
a large bird with a large thick beak and brown coloring.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0039_796132.jpg"
|
 | "the bird has a long bill that is curved at the end, and the feathers are a light gray color.
this bird is almost completely gray with a long hooked bill.
this is a grey bird with black wings and a pointy beak.
a grey bird with large wings and a long beak.
this bird is grey and has a very large wing span with a very long beak.
the bird has a long tan bill, large brown wings, and a tan breast.
this large bird has a dark gray belly, dark gray wings and a gray bill.
this particular bird has a belly that is gray and has black wings
this bird has wings that are brown and has a long bill
this particular bird has a belly that is gray and brown
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0040_796066.jpg"
|
 | "the bird has head and beak proportional to its body, it has brown body including its beak, tarsus and feet.
this bird has a large hooked tan bill, a grey body, and an orange-tan neck and head with a black patch around the eye.
this bird is brown with short wings and has a long, pointy beak.
a larger sized bird that has tones of grey and a large hooked bill
a big bird with gray feathers and a big gray beak.
this bird has wings that are brown with a big beak
this bird has wings that are brown and has a silver bill
this grey bird has black and white primary and secondary. as well as a grey bill.
this bird has wings that are brown and has a thick bill
this bird is grey with white and has a long, pointy beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0041_796108.jpg"
|
 | "the bird is brown with a white ring around the beak and a brown curved beak.
this bird is brown with a long wingspan and has a very short beak.
this bird contains a large wing span, and a variety of brown and grey shades on its feathers covering its entire body.
the beak is of medium long proportion and hooks slightly downward.
this bird is mostly grey with a long hooked bill.
the long wings spreaded showing the breast and the belly of the large bird
this is a brown bird, with a medium hooked beak and a partial white eyering.
this soaring bird has a long wingspan and a off-brown belly. it has a long, slender, curved bill.
a bird with brown feathers and a broad wingspan with a slightly curved beak.
this bird has wings that are grey and has a yellow bill
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0047_796064.jpg"
|
 | "a long bill that is brown, along with a crown that is white and a back that is dark brown.
a dark gray bird with a white crown and cheeks and a dark gray beak.
this bird has dark brown to black bill, has brown and black coverts and white crown.
this is a large, brown and black bird with white on the crown and cheek patches.
bird with long and curved beak that is brow, and black eye with rest of the body covered in brown with little portion around the beak in white
this bird is all brown with slight cream colored speckles along its neck , except for its face and crown which is white.
this particular bird has a belly that is brown and a brown beak
this bird has a rounded beak with a tip on the end protruding downward.
this brown bird has a distinctive long sharp bill and this is a large bird.
a large bird with a long black beak and a silver face.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0051_796103.jpg"
|
 | "a mostly brown bird with a white face and a brown beak.
a mostly brown colored bird with white head and long beak
the bird has brown coverts, black bill and light brown crown.
a fully brown bird with brown legs and a brown duck shaped bill.
a grey duck with a lighter speckled pattern near the base of the bill.
this bird is brown with white and has a long, pointy beak.
this is a large beautiful bird, with strong looking features, including black tarsus and thighs, a strong flat brown large bill, brown feathers in various shades of brown, but whiter near the bill, and with dark brown small eyes.
this particular bird has a belly that is brown and tan and white
the bird is light brown in color and has a head that is brown with a thick bill.
this bird has a brown crown, brown primaries, and a brown belly.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0056_796078.jpg"
|
 | "a medium sized bird with a large curved beak, and black feathers.
the bird is gray with a long curved thick bill and dark eyes.
the bird has a very dark grey crown, coverts, retrices and throat.
this bird has a grey crown, a hooked bill, and a long neck
this water bird has white around its eyes, grey feathers and a long hooked bill.
this bird is brown with black and has a long, pointy beak.
this bird has wings that are brown and has a yellow bill
this bird has wings that are brown and has a long bill
this bird has a long large beak that points down at the end.
this bird has an overall dark gray coloring, black eyering and gray, rounded bill.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0057_796106.jpg"
|
 | "this is a bird with black feathers and a grey head.
this bird is black with grey and white on its head with a tan beak.
a large brown colored bird with a long beak
this bird is brown and black in color with a curved beak, and black eye rings.
a medium sized bird with a black back, grey nape and crown and a slightly darker grey long bill that is curved down slightly at the tip
the duck is swimming in the blue water. the duck is gray with a hint of while near it's bill. the bill is a lighter shade of gray. the duck is alone.
this bird is black with grey and has a long, pointy beak.
duck with brown body brown head.
a medium sized bird with black feathers and a gray head.
this bird is a medium size with blackish feathers, a brownish neck and head with a long curved beak at the end.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0060_796076.jpg"
|
 | "this bird has a long bill that is curved at the end and the feathers are brown.
a dirty gray bird with a black beak in the sea.
an aquatic bird with a brown body and a white patch on its face, with a long black bill that ends in a hook.
this bird has a long black bill and a brown body.
this water bird is grey with a white head that is small compared to the rest of his body.
this particular bird has a brown and gray body with a white ring around it's black bill
the bird has light brown wings with a broad black bill.
this bird is brown with black and has a long, pointy beak.
this bird has wings that are black and has a long bill
this bird has wings that are brown and has a long neck
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0063_796141.jpg"
|
 | "the bird has a curved bill that is white and long.
bird has brown body feathers,brown breast feather, and thick beak
this magestic creature looks like it is soaring through the air at a zoo exhibit.
a bird with a long wingspan and a long beak with a bill curves downward at the end.
this bird is brown with white on its stomach and has a long, pointy beak.
this bird is brown with white and has a long, pointy beak.
this bird has wings that are tan and has a large bill
this bird is brown with white and has a long, pointy beak.
this particular bird has a belly that is tan and white
this bird is brown with white and has a long, pointy beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0067_170.jpg"
|
 | "a grey bird with webbed feet and a brown head.
this bird has dirty white and black wings, a white belly, and webbed feet.
a large bird with an expansive wing span for the size of its body, this bird also has a fairly large black beak, and white, brown and grey feathers.
this large bird has a gray mottled appearance with a long hooked bill and wide webbed feet.
this bird in flight is a muddy brown color, has a black bill where the top portion curves like a 'u' before ending in a downward curve, and has webbed feet.
this bird has wings that are black with a white head
this bird has a white crown as well as a long black bill
this bird is white with black and has a long, pointy beak.
this bird has webbed feet and a grey bill and throat with a white belly.
a large grey bird, with webbed feet, and a curved bill.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0068_796135.jpg"
|
 | "a large brown bird with a long and sharply turned down bill.
this bird is brown with a black back and has a long, pointy beak.
this bird is white and brown in color with a long beak that is curved at the end.
this is a brown bird with white on the crown and black on the wingbars.
this is a brown bird that is large and has a long hooked bill with a little black in the wing feathers.
this particular bird has a tan body with patches of brown on the secondaries
a long curved beaked water bird, its a light creme and orange color with some black on the wings.
the bird has a thick black beak and a neck that is tan in color.
this bird has a brown crown, brown primaries, and a brown throat.
the crown of the bird has various shades of brown and white throughout.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0069_796139.jpg"
|
 | "this large bird has a black bill and dark brown wingbars.
this large bird is mostly gray with a large hooked bill.
this medium sized bird has an all cocoa colored coat with hard to notice white patches and very short tail feathers.
a big bird with gray feathers and white markings all over.
this bird is mostly gray with a long hooked bill.
a large brown bird with long wings and a white line around the base of the blunt and black beak.
this bird has wingbars and a crown that are brown and white that are displayed while being in a flying motion.
this bird is brown with white and has a long, pointy beak.
a large dark brown gray bird with a black beak.
this large brown bird has wide smooth wings and white accents on its wings and face.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0071_796113.jpg"
|
 | "the bird has two large wingbars that are grey and white.
this large bird is grey with white near its tail and a long bill.
this large bird is brown and has a long slightly curved bill with a white rump.
bird with fat, long beak that is curved at the tip, black, eye, crown, nape, back, inner and outer rectrices
this bird has a brown crown, a flat bill, and a white cheek patch
this bird has wings that are grey and has a long bill
the bird has a curved brown bill that is long, two large wingbars and a long belly.
this bird is grey with long wings and has a long, pointy beak.
this large bird has brown colored feathers and a large bill.
this bird has large wings with stripes on the ends, a short tail, a large gray and white head, and a long beak with a downward curve.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0074_59.jpg"
|
 | "this sea bird has a massive, sharp beak, and feathers that are mostly brown except on tail and feathers near the beak.
a medium sized bird with brown wings and a bill that curves downwards
this is a brown bird with a large curved beak.
this bird is brown with a white tail and has a long, pointy beak.
this gull is a muddy brown in color, with a long, thick, hooked brown beak and white rectrices.
this is a brown bird with a short white tail and a large brown beak.
a bird with a brown bill, white eyering, and brown secondaries.
this bird is brown throughout and has an angled brown bill.
this bird has a large and slightly curved brown beak and broad brown wings.
this bird is brown with white and has a long, pointy beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0077_796114.jpg"
|
 | "this large seabird is mostly a light brown with a long, hooked bill, dark oval eyes and a white crown and throat.
a brown bird with a long black beak and brown breast.
the bird has a thick brown neck with a grey beak and a white head.
this bird is brown with some white and has a long, pointy beak.
this large brown bird has dark eye rings and a white patch on the top of it's head.
this bird has wings that are brown and has a long bill
a brown bird with a long neck, a long black tipped beak, and a white head.
this bird is light brown, and has a long neck and a pointy bill.
a large bird with a long curved downward beak, with a gray and white body and a white face.
this bird has a brown crown, brown primaries, and a brown belly.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0079_796122.jpg"
|
 | "a large bird has brown wings with white wingbars, and long black tarsus'.
this bird is black in color with a long curved beak and black eye rings.
this bird is black with big wings and has a long, pointy beak.
this bird has a black overall body color aside from a white line around it's bill.
this bird is black in color with a black curved beak, and white eye rings.
this bird is all black and has a long, pointy beak.
medium size dark brown bird with big feet and large wing span.
this is a loarge bird, with a large wingspan, it has a large bill and is a dark brown color.
this particular bird has a belly that is black and brown
this bird is black with white and has a long, pointy beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0080_796096.jpg"
|
 | "this bird is nearly all brown with a hooked bill.
this water fowl has dull brownish gray coloring with a long, curved beak and white along its eyes.
brown bird with large head and long brown beak
the bird has a rustic appearance due to its variegated shades of brown throughout its exterior, it also has a beak that droops down at the tip
this bird is mostly grey with a long neck, a long bill that curves down at the end, and white makings on its face.
this bird has black eyering, a brown bill that points downward, a long nape and dark to medium brown wingbars and secondaries.
this bird is brown and white in color, with a large curved beak.
a gray and brown bird with a large bill.
a large bird that is mostly gray, with a long beak.
this bird has wings that are brown and has a long bill
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0081_426.jpg"
|
 | "a tan and bird with a large wingspan, and a tan beak
gray bodied bird with a white rump and medium length bill.
this is a brown bird with long wings and a large beak.
this bird is brown with white on its head and has a long, pointy beak.
this large bird features a large wingspan and a blunt-tipped beak.
this bird has brown and grey wings, and brown and white swirled feathers covering the majority of its body
this bird is brown in color, with a large curved beak.
this bird is brown in color, with a large curved beak.
this bird has wings that are brown and has an orange bill
a large bird with a brown coloring and thick beak.
"
| 0
(Black footed Albatross) | "Black_Footed_Albatross_0089_796069.jpg"
|
 | "the bird has webbed feet that are pale pink as well as skinny tarsus.
a large sea bird with blue feat and a large orange bill. it's body and head are white and wings are dark grey to black.
this white bird has a long, curved-at-the-end beak and webbed feet.
this large sea bird is white with black wings, has a long orange bill that curves downward at the end with a black tip, and its feet are pink.
this bird has a white crown, a long neck, and an orange bill
this bird has wings that are black and has a yellow bill
this bird has wings that are black and has a white belly
this large bird is mostly white with dark grey wings, light purplish feet, and a long orange beak.
this large bird has white feathers and webbed feet.
this white and brown bird has a long bill and webbed feet.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0003_1033.jpg"
|
 | "a bird with a curved and hooked, large bill, black eyes, white breast and brown primaries and secondaries, and a large head.
this large bird is white with black wings that have orange accents, along with an orange beak and touch of black on the tips of the tail feathers.
the bird is white, though the wings and tip of the tail are brown and grey.
this white bird features brown wings and a long, orange beak with black shading around its black eyes.
this bird is large with a white head and chest and brown wings and an orange beak.
this bird has wings that are grey and has a long orange bill
this bird is white with grey and has a long, pointy beak.
this bird has wings that are brown and has a white belly
this bird has a white crown as well as a orange bill
this bird has a white body and head, brown wings, and a long slightly curved orange beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0005_565.jpg"
|
 | "the bird has a white breast and belly as well as a curved bill.
this is a white bird with a black wing and a large beak.
this is a tall white bird with a brown inner retrices and a long bill
a medium sized bird with a bill that curves downwards, and a white belly
the bird has a white body, with black primary and secondary wings, and black retrices.
this white and black bird has a long beak which curves downward.
this is a white bird with brown wings and a beak that curves downwards.
this bird has black winds and a white body with a long curved beak
a tall white bird with black wings, black eyes and a long curved bill with a black tip.
this bird is white with black and has a long, pointy beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0006_702.jpg"
|
 | "this bird has a bright white head, throat, breast and belly, dark grey wings and tail, and a long beak with a hooked upper beak, the area in front of the eye is black.
a large bird with a white head, neck, nape, throat, and breast, with black feathers covering the rest of its body except for white tips on some feathers.
this bird is black with white on its chest and head and has a long, pointy beak.
this bird has a white head and breast, with black covering the rest of its body.
this bird has a white head and chest and a beak that curves down.
this bird has wings that are black with a white belly
this bird is white and black in color, with a large white beak.
a white and black bird with black eyes sitting on the ground.
bird with white beak and curved at the end, crown, nape, throat, breast, belly and abdomen are white, primaries and secondaries are black.
this bird has a white breast with a long bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0013_910.jpg"
|
 | "this bird has a long beak, white face, brown wings and white legs.
a large bird with a large wingspan, covered in brown feathers from its back, to its wings, with a white head, and rump.
a bird with a large downward curved bill, white throat and head, brown breast and white abdomen.
a brown winged bird with a white rump and head, a brown tail and a long light yellow beak with a slightly curved tip.
this seabird has a white head and brown wings, with a nice shapely yellow beak.
the head of the bird is white in color and the body is grey.
this bird has a long pointy bill and a white head.
this bird has wings that are brown and has a white belly
this bird has a white crown, brown primaries, and a white throat.
a cigar-shaped white bird with long brown wings and hooked long bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0018_492.jpg"
|
 | "a bird with a white body, medium brown wings and tail, and a medium long neck.
aquatic bird with longer fish-catching orange bill, white neck, breast, and legs, and dark smoke wings and back, with a longer neck.
big bird with a long white neck that changes at its nape and has dark brown feathers but grey circle around its eyes.
this bird is white with grey on its wings and has a long, pointy beak.
this bird is mostly white grey wings, and a long snubbed bill.
this bird is white with black and has a long, pointy beak.
the bird has a long white throat and yellow bill that is curved.
a large gray and white bird with a long neck, a short tail and a wide beak with a gray tip.
this bird has wings that are black and has a white belly
this is a large white bird, with dark grey wings, and a curved bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0025_571.jpg"
|
 | "this bird has a white head and throat/neck with dark brown wings, back and black eyebrows.
this bird has a white head,neck and breast with brown wing and back
this aquatic bird has a long, curved bill, white head and neck, and blackish brown wing feathers.
a large brown and white bird with a long orange beak.
this bird is white and black in color with a large curved beak, and dark eye rings.
this bird is black with white and has a long, pointy beak.
this particular bird has a belly that is white with brown wings
medium brown and white bird with long neck and a long downwardly hooked orange beak.
this bird has a long orange bill with a black tip and it has a white throat and dark brown wings.
this bird has wings that are black and has a white belly
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0029_482.jpg"
|
 | "this bird has a white belly and breast with brown, white, and black primary and secondaries.
large white and brown water bird with a white head and orange beak.
this bird has a white head and body, brown wings and a somewhat long, pink beak.
the bird has a white belly and head with brown striped wings and tail.
this bird has a pink beak, white body and brown wings.
this bird has black wings and tail while the remainder of it is white, with a pointy bill .
a large bird with an orange bill, white crown, and black eyering.
this bird is brown with white and has a long, pointy beak.
this bird has a white crown as well as a long orange bill
this small bird has white head, orange bill, and black wings.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0039_924.jpg"
|
 | "the impressive wingspan on this bird is brown and the body is white. the bill is long.
the bird has a white head and rump, brown wings and back, and a brown bill.
the bird has a white crown and a small black bill and large bill.
a big bird with black and white feathers and a black beak.
a medium sized bird that has tones of white and dark brown with a long bill
a bird with brown wings and a white tail and head.
the wingspan of this bird is longer than the bird's white body and long bill put together.
a large bird that has a very long wingspan with a white head.
this bird has wings that are black and has a white belly
this bird has wings that are black and has a long bill
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0040_472.jpg"
|
 | "this bird is colored brown on its wings and back while its head and rump are all white.
a bird diving with a yellow beak, brown wings, and a white head and neck.
the bird with big black wings, white crown and head, and brown breast
this is a large brown bird with a white rump and a white head.
this bird is white and brown in color with a long beak, and white eye rings.
this bird is brown with white and has a long, pointy beak.
this bird has wings that are brown and has a long yellow bill
this bird has wings that are brown and has a white nape
this bird has wings that are brown and has a white belly
this bird has a brown back, wings and white crown
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0044_784.jpg"
|
 | "a bird with a white belly, and black and white wingbars with a black outer retrices
a large bird with a white belly, black and white wings with a long beak.
this bird has a white body, black eyes, light gray beak and feet, white and black coloring on the underside of the wings and black inner and outer rectrices.
this bird has really big wings and has a white belly.
this flying bird is white with a long curved white bill
this particular bird has long black wings and a white belly
this bird has wings that are black and white and has a long bill
this bird is black with white and has a long, pointy beak.
this bird has wings that are black and has a white belly
this bird is white and black in color, and has a light colored beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0047_619.jpg"
|
 | "this is a black and white bird with a gray bill and orange in the outer rectrices
a large, gray bird with black wings, orange feet, and a yellow bill.
this bird has a gray belly and breast with a long hooked bill.
this is a white bird with black and white wings and a long and pointy black beak.
this bird has a white overall body color with lots of streaks and patches of black on its wings.
this is a white and gray bird that has webbed feet and a beak that turns down at the tip.
this bird has orange webbed feet, a black tail, grey belly and a long yellow bill with a hook at the end.
this bird has wings that are black and white and has a yellow bill
this large bird has a white throat and belly and broad wings which are white with black streaks.
this bird has a white breast, with a orange bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0050_870.jpg"
|
 | "a white bird with black feathers and a light beak.
bird has white body feathers, white breast feather, and very long beak
a larger sized white bird that has dark brown wings and a large points bill
this bird is white with brown on it and has a long, pointy beak.
this bird has a brown back and wings, with a white body and tarsi, and a long, thin, but slightly bulbous pink bill.
large bird with a large long orange bill, white body and dark brown wings.
this bird has wings that are black and has a big bill
the bird has a white throat, brown wingbar and a large curved bill.
this bird a a big bill white head feathers with black circle around the eyes and white body feathers and black wings.
this bird is white with black and has a long, pointy beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0051_1020.jpg"
|
 | "this peculiar looking bird has striking feathers that look more like fur with white tips and a very long, hooked beak.
a bird that looks like it is partly feathers and partly fur and is grey witha large beak.
this fuzzy bird has furry bits from its crown to its back and belly with intermingled white hairs that give a lightning cloud effect, and a long grey bill.
this bird is dark gray with some beige intermixed in the crown and wings.
this is a brown bird with a white eyering and a long downward pointing beak.
a large bird with a long bill and a white cheek patch
this bird has a brown crown as well as a long grey bill
this bird has white eye ring, grey and brown secondaries and a white flank.
this bird has long black bill that is curved downward at the end.
this bird is gray and brown in color, and has a large curved beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0055_570.jpg"
|
 | "this bird has a white belly and head, and a brown back and long brown wings.
this bird is white and brown in color with a curved orange beak and white eye ring.
this is a medium sized bird with a long orange bill, a white crown and nape, and a yellow to white breast and belly. the coverts are brown and the primaries are white and brown.
this is a white bird with brown wings and an orange beak.
this bird is white and brown in color with a long curved beak, and black eye rings.
a large grey bird, with a white underside, black eyerings, and a mediums sized yellow bill.
this bird is brown with white and has a long, pointy beak.
this bird has wings that are brown and has a white body
this bird has wings that are brown and has a large yellow bill
this bird has wings that are brown and has a yellow bill
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0056_500.jpg"
|
 | "the head and rump of the bird is white while the wings and body of the bird are dark brown.
the bird has a white head, side and belly but it's wing is in black and brown shades.
the bird has a white crown and a yellow bill that is long.
this large bird has a white body, black wing and tail, and long hooked bill.
bird with yellow beak, gray feet, white crown and nape, and black wings, inner and outer rectrices
this bird has a white crown along with black, brown, and gray wingbars.
this bird has wings that are black and has a white belly
a black and white bird with a large wing span and yellow beak.
the bird has a head that is white in color and a back that is brown in color.
this bird has a white head, with a long orange bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0061_563.jpg"
|
 | "the bird has a white breast and nape with black secondaries, and it has a tan bill.
an aquatic bird with longer, hooked at end bill and white head, neck, and breast, with gray back and wings.
birds head stomach is white and the birds back and wings are grey,beek is beige flat and long.
this large bird has a white body, grey wing, and long hooked yellow bill.
this bird is white and grey in color with a curved beak, and black eye rings.
this bird has wings that are grey and has a white belly
this bird has wings that are grey and has a white belly
this is a large bird with a beak that curves downward, and a long white neck and breast.
this bird has wings that are grey and has a white belly
this bird has a white crown, grey primaries, and a white belly.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0065_809.jpg"
|
 | "a larger bird with a long beak that curves downwards at the end, and a white head with smokey eyes.
a large bird with a hook like bill and distinct black cheek patch and white crown and the bird has a long neck
the bird has a blue body and wings with a yellow striped beak.
this bird has a white crown, a long bill, and a white breast
this is a white bird with a grey cheek patch and a black eyebrow.
this bird is white with black and has a long, pointy beak.
this bird has a white head and a big orange bill
a white bird with a long, multi-colored bill, a white belly and neck, and a black cheek patch.
this bird has a long beak with curves down at the end, a black eye ring and a white body.
a large white bird, with a long bill that is curved downward.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0068_726.jpg"
|
 | "the bird has a white head and rump with grey body and wings.
this bird is white and black in color with a long curved beak and black eye rings.
this bird is medium sized and has long, pointy wings with black and white primaries. it is mostly dark grey in color with a white nape and crown. the inner and outer rectrices are black.
this gray winged bird has a white head and rump and black retrices.
this bird has a black tipped bill with a white crown and greyish black wingbars.
this bird has a white head, nape, neck, throat, rump, black inner and outer retrices, and grey covering its wings.
this bird has brown, grey and black secondaries,a white crown and rump and black inner and outer retrices.
this large bird has with a large wing span and a white colored head.
this bird has wings that are grey and has a white belly
this bird has wings that are black and has a white belly
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0071_792.jpg"
|
 | "white and black bird with long downward curved beak and wide wingspan.
this bird has a white body and black wings, this bird's bill is long and slightly curved downward.
a medium sized flying bird with long curved wing feathers, a white under belly, and a flat bill.
a large bird with a white body and face and long black wings.
this black and white bird has a very long wingspan, longer than its body, as well as a very long beak.
this bird has a long bill with a curved end and a white belly.
a larger bird with a white belly and breast, a longer wingspan, and a long, narrow bill.
this bird has wings that are grey and has a yellow bill
this bird has long black and white wings, with a very long bill.
this bird has wings that are black and has a white belly
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0073_927.jpg"
|
 | "large white bird with grey wings and a yellow beak
this bird has a white head, a long hooked bill, and webbed feet
the bird has a white body with a grey rump and white webbed feet.
a large white bird with dark brown feathers on its wings, webbed feet and long beak.
this large white bird has webbed feet and a long white curved bill.
this particular bird has a white belly and breast and black secondaries
the bird has a curved tan bill, a white back and webbed feet.
this is a large white bird with webbed feet and black wings.
a large white bird with black wings and long yellow bill.
a large bird with a white head and long beak.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0076_671.jpg"
|
 | "this bird has brown on its wings and back with white on its head and belly.
a flying albatross with big and long black wings and white body has orange beak and legs.
a large with long wingspan, and a white belly, and a long bill.
this bird is black with white on its stomach and has a long, pointy beak.
the bird has a light colored belly and head, dark colored wings and a long beak that curves downwards to a point.
this bird has wings that are brown and has a white belly
a bird with an orange bill, black eyerings and brown secondaries.
this bird has wings that are brown and has a yellow bill
this bird has large black wings and a white underbelly as well as a medium sized beak.
a medium sized bird, with black wings and back, and a pointed bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0081_800.jpg"
|
 | "this bird has a white body and head with black feathers and a long pointy beak.
a bird with a large, downward curved orange bill, white breast and black wings.
a white bird with a black secondaries with a pink a gray bill
this large bird has a white head and underside, brown feathering along the back and wings, with a long bill that curves at the tip.
this is a white bird with a brown wing and a long pointy beak.
a medium sized bird with a long yellow pointed bill, black eyes, a white head, breast and abdomen, and grey wings.
a white, medium-sized bird with a long, yellow beak with a dark, downward point at the tip, dark brown wings, dark gray eyerings, and light pink tarsus and webbed feet.
this bird is white and gray in color, with a large tan colored beak.
this bird has a long yellow bill and a white crown and breast with black wings.
the crown of the bird is a solid white color, and the wings of the bird are various shades of gray and black.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0083_756.jpg"
|
 | "this bird has brown wings and a white head with an orange beak.
this medium sized bird has a white nape and crown, black pointed primaries with white uppertail coverts.
a large bird with an expansive wingspan, this bird has a white head, throat, belly , breast ,vent and rump, dark brown and black wings, and black rectrices
black and white bird with white on his end side and head with big wings and a large orange bill.
this bird has a white body, brown wings and an orange beak.
this bird is black with white and has a long, pointy beak.
flying high, the chocolate brown wings carry a bird with a white crown and rump.
this bird has wings that are black and has an orange bill
this bird has a white crown, yellow beak and brown wings.
this bird has a white head and abdomen, with dark brown wings and back.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0085_564.jpg"
|
 | "a close up of a bird face with a large downward curved yellow beak, the head and chest are white
a white bird with an orange beak and dark black eyes.
the bird is white with a curved orange beak and small black eyes.
bird with brown, gray and black beak that is fat and curved at the tip, black eye, white eye and throat
this is a white bird with a long and pointy orange beak.
this bird has a long orange beak with a patch of blue and black at the tip
this particular bird has a belly that is white and an orange beak
a large grey bird, with a white head and belly, and a large curved bill.
this bird has white crown, breast, and throat, with a crooked bill, and black wings.
this particular bird has a belly that is white and gray
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0088_883.jpg"
|
 | "this bire has a white body with yellow bill, it has black on top of its wings and body.
this is a white bird with a large downward pointing orange beak.
a seagull looking bird with an orange beak and a white body.
bird with long downward rounded yellow bill, white body, and black wings.
this white gull has stark black superciliary areas and a long, hooked, faded yellow beak.
this bird has a long beak and white feathers covering its head and belly with a greyish black cheek patch.
this is a white bird with gray wings and a light pink beak that curved down at the tip.
a distinguishing features on this plain white and brown feathered bird, the bill is long and curves downwards.
this bird has a orange and black bill and a white breast
the bird has a long bill with a white crown with black wings.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0092_834.jpg"
|
 | "this brown and white bird has a large wingspan and an orange bill.
the bird has a long bill that is curved and yellow.
this bird is brown with white on its head and tail and has a long, pointy beak.
a bird with a medium downward hooked bill, white head, and brown wings
the span of the wings are enormous; the plummage of the bird is both brown and white.
the wings and the middle of the back is brown,tail is black and the rest of the body is white,the bill is ligt brown.
this bird has a white head, throat and rump, and brown and white wings.
a brown and white bird with long wings and a blunt beak.
this particular bird has a belly that is white and gray wings
this bird has wings that are brown and has a white body
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0094_1013.jpg"
|
 | "this larger bird is duck-like and has a black and white body on which the black is mostly from the beginning of the wings on back throughout hthe rest of his body because the breast, neck and throat are white with the exception of a brown cheeck patch and his bill is yellow and long.
a medium to large grey and white duck with smokey black eyering and grey cheek patch.
this is a large bird with a white head, neck, breast and belly. it has a grey eyepatch. the bill is large and pointed down at the tip, it is orange and is about 2.5 times as long as the head
this bird has a white head and breast, a grey back and eye area, and an orange bill that ends in a downward curve.
a large bird with a curved neck, and a white and gray colored body.
this bird has wings that are black with a long orange beak
a white chest bird with a regularly sized head in comparison to the body.
this particular bird has a belly that is white with gray secondaries
a large white bird with gray wings, a short tail, a long neck, and a long beak with a downward curve.
this bird has a white crown, grey primaries, and a white belly.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0096_673.jpg"
|
 | "this colorful bird has a white belly and breast, brown wings, and a small bird with white head and nape.
this bird is white and black in color with a long dull ended beak and black eye rings.
this bird has a long, curved, orange bill, black primaries, and a white head, throat, and breast.
this is a white bird with black wings and an orange beak.
this bird has a long wingspan, a white belly, and a yellow bill
this bird is black with white and has a long, pointy beak.
this bird has wings that are black and has a white bill
this bird has a white belly and a large wing span.
this is a white bird with gray back and wings and a pale orange beak that curves downward at the tip.
this bird has wings that are black and has a long bill
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0099_869.jpg"
|
 | "the large flying bird, with dark feathered wings outstretched, has a white body, and an orange beam with a dark colored pointed beak.
this bird is beautiful, with a white abdomen, black tips on the wings, the beak is long and orange, it has a small black eye.
this bird is white and black in color with a orange beak and black eye ring.
this bird has a white belly and a long yellow bill.
this is a medium sized sea bird, it's body is all white, the dail and wings are white with black edges, the beak and feet are orange.
this long shaped bird has a long orange thin bill and a white throat, breast, belly, side flank, abdomen, vent with black and white long thick under wing bars and covers.
this bird has a white head and belly, a black back, a short tail, and a long bill.
the bird has a large white body with a thick yellow beak.
this bird has a solid white breast color and an orange bill color
this bird has a white body, a long wingspan, and a short orange bill.
"
| 1
(Laysan Albatross) | "Laysan_Albatross_0100_735.jpg"
|
 | "this is a grey bird with a black beak and a white eye.
bird with goofy round head, wide curved bill and black all over its body.
this is a dark grey bird with a white eye and a large black beak.
this bird is white and grey in color with a curved black beak, and white eye rings.
a gray bird with a wide beak and webbed feet.
a small bird with a grey head and black nape, with blue and grey covering the rest of its body
this bird is black and gray in color, with a large curved beak.
this bird is gray and black in color, with a large black beak.
this small bird has a black flat bill, fuzzy black feathers and small feet.
this bird has wings that are lack and has white eyes
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0001_1071.jpg"
|
 | "this bird has a gray belly and breast with darker gray head, and wings.
dark gray bird with extremely long wings, large pointed beak, and no neck
this is a grey bird with a white back and a long pointed beak.
the bird has a white eyering and long secondaries that are dark grey.
bird is really big with medium bill, it has dark grey and black feathers.
this bird has a long wingspan, and smooth feathers that are light gray tapering to dark gray on its head.
the bird has long black wingbars, a black eyering and curved black bill.
this dark grey bird has a wide wingspan with a white back and bright light eyes.
this bird has a black crown with a black bill and long wings with black secondaries.
this bird has very long wings that are mostly dark with some white in there. small eyes and small beak.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0014_796373.jpg"
|
 | "this is a medium sized bird with a large wingspan. he is white and grey, with a beak that's suitable for catching fish. he has a short tale.
a medium sized bird that has dark brown wings with a long hooked bill
this bird has a white crown, black wings, a grey back, and grey outer rectrices.
this bird has a very large wing span with dark colored wings and a white body.
bird with long and curved beak that is grayish brown, white crown, nape, throat, breast and belly
this bird has feathers that are black and has a white belly
this is a large bird with dark grey wings, a white body and a large bill.
this brown, long, winged bird has a white body.
this bird has wings that are grey and has a white belly
a large bird with a white body and black wings.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0016_1075.jpg"
|
 | "the wings of the bird are light grey and the head and the tail are darker grey.
a medium size bird with a brown head and grey feathers.
a medium sized bird that has tones of grey all over with a long hooked bill
this bird has a dark grey head and a thick bill, with a greyish shade on it's back and coverts.
this bird has a wide body and a narrow, pointed tail.
this bird has wings that are grey and has a long bill
this bird has wings that are black and has a big bill
this large bird has a white dorsal with a black belly, while flying above the water.
a bird with large gray wings, a black head, a short tail, and a long narrow beak that curves downward.
the bird has a long, straight bill, a black supercillary, and a grey body.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0017_796349.jpg"
|
 | "the bird has black crown, and gray nape, breast, and belly, and black wings, and brown tarsus
the bird has a grey breast, throat and abdomen with a black colored covert and crown.
this water bird has pink webbed feet, a long black bill and crown, black primaries and a gray breast.
a bird with webbed feet, large rounded bill, stark white eye, and gray breast.
this bird has grey webbed feet, its body is all grey with black wings and tail, the bill is dark black , the front of the head is black, and the bird has a white eye ring.
this mid-sized, black bird has webbed feet and black bill.
this bird has wings that are black and has a grey belly
this particular bird has a belly that is gray and white with black wings
this bird has wings that are black and has a grey belly
this bird has a greyish colored breast and an odd shaped head and crown
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0019_796391.jpg"
|
 | "this large gray bird with a round eye and blunt beak has wings outstretched and is flying.
this is a brown bird with extra large coverts in a large rounded bill.
this bird is grey in color, with a long rounded beak and a white eye ring.
this sea faring bird is completely dark colored and has a wide open, white eye and round-tipped beak.
this bird is grey in color with a long curved beak, and grey eye rings.
this bird has wings that are white and has a long bill
this bird has wings that are black and has a long bill
a dark grey bird with large white eyes.
this large bird is uniformly gray all over. it also has a relatively large dark colored bill.
this bird has a great wingspan, along with what appears to be a slightly curved beak and a white-ish body.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0021_796339.jpg"
|
 | "this bird is almost completely light gray, with a darker gray crown and neck.
this medium sized bird has grey/brown wings, a black head, and light grey back.
this bird has black bills and white eye ring as well as black to grey retrices.
this is a small gray bird with black shading around the crown, beak, and neck and a elongated beak.
this bird has a white back and a black head.
this bird has wings that are grey with a black face
this bird is grey on the tail, back and coverts with brown primaries and secondaries and a black head with a long hooked bill.
this bird has a long black bill with a brown head, gray body, grey belly, wings and tail tips have brown.
this bird has a bright white eyering and a downward sloping bill
this bird has wings that are grey and has a long bill
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0022_796398.jpg"
|
 | "a bird that has a black crown, a dark grey belly and dark black outer rectrices.
this bird is all grey with long slender wings, and a short tail.
this bird is mainly brown and grey in color, with white underneath its rings, this bird also has a black eye ring.
this bird has a long wing, a brown bill, and a short tail
dark brown bird, with a short tail, brown beak, big wing span, brown belly and white under the wings.
this bird has wings that are brown and white and has a long bill
this bird has wings that are black and white and has a long bill
this gray bird has a gray bill and white secondaries.
a large black bird with long black and white wings, a short wide tail, a small black head, and a long beak that is narrow and curves downward.
this bird has a grey breast and belly, grey bill, and broad white wings with heavy grey secondaries.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0023_796401.jpg"
|
 | "all black seabird with a white eye ring, yellow strip on lower bill, and slightly down curved bill tip.
this is a black bird with a white eye and a long downward pointing beak.
this black bird has a black, downward sloping beak with a white stripe on the bottom.
this black bird has a large set of eyes and a long, curving beak.
this is a large dark brown bird with a bright white eyering and a long black bill with a pointy tip, curved downward.
this bird is all black and has a long, pointy beak.
this bird is all black and has a long, pointy beak.
this brown bird has a long, black bill and a white eyering.
this bird has smooth brown body, with a black bill and a white eyering.
this bird has smooth brown feathers and a large, long black bill.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0025_796361.jpg"
|
 | "this bird is flying over the water, he has a black underside and belly with pointed beak and grey back.
bird does not have neck very rounded head and black and gray feathers
this is a grey bird with a black head and a large black beak.
this bird has a very round head and curvy beak, with smooth brown and white coloring.
a black and gray bird soars over the ocean.
this bird has wings that are white and has a black body
this bird has wings that are grey and has a long bill
this bird has wings that are grey and has a large bill
this particular bird has a belly that is gray and black
this bird has a black breast, gray back and a black bill.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0031_1066.jpg"
|
 | "this is a very large bird with a wide wingspan, mostly black with grey wing tips and a large pale grey beak.
this bird is very dark brown or black, with a pointy light-colored beak.
this is a black bird with a large white beak.
this large bird has a mostly black body with a long hooked bill.
a large bird with a black body and large wings with a pale orange bill.
this bird is all black and has a long, pointy beak.
this bird is dark brown in color, with a light colored beak.
the bird is black all over its body but it has a white beak.
the long coverts are black, the bill is white and curved at the tip, the rest of the body is black.
this bird has wings that are black and has a long bill
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0032_1149.jpg"
|
 | "this medium size bird has light color feathers, slightly darker around its eyes, and has a long thin beak with a short hook at the tip.
this bird is black and has a short stubby beak.
the belly and breast are white,the head is small and black and the bill is long as compared to the head.
this is a gray and white bird with large wingbars
this bird is grey in color with a large curved beak, and black eye rings.
this bird has wings that are black and has a white belly
this bird is gray in color, with a large curved beak.
this is a gray bird with a dark gray head and beak that curves down at the tip.
this is a white bird with some black to it, and very long wings.
this bird has wings that are grey and has a big bill
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0034_1154.jpg"
|
 | "the bird has gray throat, breast, nape and wings, it has black beak and rectrices, the head and beak is proportion to its body size.
this bird is brown with white on its chest and has a long, pointy beak.
the bird has a grey and white breast, nape and side, with a dark grey covert and crown.
this bird has a brown crown, a flat bill that is black, and a long neck
this waterbird features a crazy pair of eyes and brown plumage.
a white and gray bird with a black crown and a black beak.
the bird has a large black bill, a white and black eye and a white nape.
the straight narrow black bill on the bird with a white bell and grey wings
this bird is white and gray in color, with a long curled beak.
this gray shore bird has webbed feet for swimming and features dark gray feathers on the head and a mixture of dark gray and black feathers on the wings and the tail.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0038_1065.jpg"
|
 | "this is a large grey bird with a black face and beak.
the black head is small as compared to the body, the bill is long and flat and the wings are large.
the bird is grey with a black head and a black beak with a small eye.
the bird has a white back, black head and gray striped wings and tail.
this is a large grey bird with a black face and a pointy black bill.
the color of this bird fades from slate grey on the hook ended bill and head to a lighter smoky grey throughout the wings, back and tail.
large light gray colored bird, with a large wingspan, and a long flat beak.
this bird is grey with black and has a long, pointy beak.
this bird is gray in color, and has a black beak.
this bird has wings that are grey and has a long bill
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0040_796375.jpg"
|
 | "the bird has black crown, throat and rectrices, remaining part of the body are covered in gray.
this is a large grey bird with a large downward pointing beak.
this large bird has a brown head a large black beak, and grey and white feathers throughout the rest of its body.
this bird is black with a tapered body, a large head and a long beak that is curved at the end.
this bird is grey with white on its back and has a long, pointy beak.
the contrasting color of grays and blacks, along with the oddly shaped bill, allow for easy flight of the bird.
light gray bird with a large wingspan tinged with white that has a black face and beak.
this bird is grey with white and has a long, pointy beak.
this bird is white and gray in color, with a black curved beak.
this bird has large gray wings, a short tail, a large head, a black eye, and a long black beak with a downward curve.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0041_796364.jpg"
|
 | "this medium sized bird is a light and dark grey.
this large gray bird has a black head, and a full black beak that curves down at the tip.
a very large bird with an extremely large bill compared to its body's size, that has a white eye ring, black head and face and grey covering its back, coverts, breast and belly.
this is a large grey bird with a black wing and head and a long and pointy black beak.
very large dark gray bird and bil, light gray patch on his breast , black eyes with a white ring at the edges.
this is a large bird with a black crown, cheek, and nape. its side is white, and has a black bill.
this bird has wings that are gray and has a big black bill
this bird has wings that are black and has a long black bill
this large bird has a long black bill and a black crown and white belly with black streaks.
this bird has a black bill, white eyering and gray belly
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0043_1076.jpg"
|
 | "this bird has a brownish gray body, brown eyes with white rim around the top and a long black bill.
the beak is elongated and black with a white strip; its eyering is white with a brownish eye that matches the color of the head that fades into a lighter brown/gray down the neck.
this bird is nearly all gray with a white eyering, and long hooked bill.
this taupe- and brown-colored bird has a black beak and vivid white eyerings.
this bird features dark brown eyes and a white stripe above them, with a large, thick beak.
this bird is completely brown and has a long, pointy beak.
this particular bird has gray breasts and throat and a long black bill
the bird has a brown breast and crown, a white eyering, and a black bill.
brown bird with white around the eye.
large brown bird large eyes large long black bill with white stripe.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0045_1162.jpg"
|
 | "a bird with dark brown feathers that has a large torso and very large feet attached to it's tarsus.
this brown bird has webbed feet and a black beak.
this bird is mostly gray with a long hooked black bill.
this bird is a brown-grey color all over with a hooked bill.
this large dark grey bird has a long hooked black beak with black webbed feet,and white eye rings.
this bird has a very oblong shaped body, with a wide width
this bird is brown with white and has a long, pointy beak.
this particular bird has a belly that is brown and gray
this is a large grey bird with a large bill
the bird has a large bill that is black and curved.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0055_1160.jpg"
|
 | "this bird has a thick body with long extended wings and a rounded at the end beak.
this black and grey sea bird has a predominantly black head and bill.
this bird is generally dark brown in color, with a black beak and a shiny eye ring.
a large bird with grayish black wings, and a grayish white body
this large black bird has a wide wingspan and a patch of white on it's back.
this bird has wings that are brown and has a long black bill
this bird has wings that are black and has a long bill
this bird has wings that are brown and has a long bill
this bird has very long black wings, with a long black bill.
this bird has a large wingspan and is grey in color.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0057_796354.jpg"
|
 | "this is a grey bird with a black head and a pointy beak.
this bird is white with grey on its wings and has a long, pointy beak.
a large, grey bird with a curved bill and a black head.
this is a thin bird with very slender grey wings, a dark head and tapering light grey belly with a long tubular bill.
bird with long and fat beak that is curved at the tip, and black throat, and gray breast, belly and abdomen
this bird has wings that are black and has a white belly
the bird is predominantly while in color, with a large wingspan and big long rounded bill.
this bird is black with white and has a long, pointy beak.
this white and gray bird has a longer, snubbed bill and short rectrices.
this bird has a dark grey crown with a light grey belly and white and black beak.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0058_796360.jpg"
|
 | "this bird has a light gray belly and abdomen with a black neck, crest, nape, and wing.
the bird has a visibly white eyering along its pretty much black crown and head, as well as its beautiful grey abdomen and body.
medium grey and black bird with medium to long black beak
this large bird has a grey body, black crown, and long hooked bill.
this flying bird has smooth grey and white feathers and a long bill.
this bird contains a grey breast, belly and vent, black wings, and a white eye ring.
this bird has wings that are black and has a white belly
this bird is black with white and has a long, pointy beak.
a medium size bird with a white belly and breast and black head.
a bird with a grayish colored crown and nape, also has a whitish-greyish colored belly.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0063_1101.jpg"
|
 | "this bird is jet black everywhere and has a medium sized beak.
this bird is nearly all black with light colored tarsus and webbed feet.
a large bird covered in black feathers with white tips on its wings, that has white feet, and white markings on its black beak.
a large bird with large black and white bill, and black wings.
a stocky looking bird with a downward sloping long black bill, with a long white stripe, a grayish black body, black wings, and an unusual eye that consists of a large black circle surrounded by a white outline.
a black bird with a long, thick black beak with a white stripe along the bottom and at the bridge of the nose.
this is a dark grey bird with a long black beak and white feet.
the bird has a long black bill and a black back.
this bird has wings that are black and has a long bill
this bird is black in color, and has a curved and black beak.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0064_796343.jpg"
|
 | "this large bird is all gray with some white speckling on his back his tail is black and his beak is long with a hump on the end
very large bird with a large wingspan, has a curved beak and is black & dark grey all over.
medium brown bird with long brown beak and long wingspan
this bird has a speckled belly and breast with a long hooked bill.
this bird has a black crown, a long bill, and a long brown wingspan
this bird is a mixture of grey and tan. it has a long wingspan and a longer bil.
this a bird with black wings, grey body and black head and beak
a bird with his wing spreaded and is brown in color
the bird has a wide wing span, with a grayish body feather with a long beak
this bird is brown in color, and has a black beak.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0068_796353.jpg"
|
 | "the large bird with flat bill grey crown and wings to the rump with a white grey nape belly, body and long nape.
a large bird with a black head and rump and grey body.
this bird is white and black in color with a large black beak curved at the end.
the birds has a black head with a grey throat, nape, back and side.
this large light gray bird with darker black beak with large wingspan and large feet.
a larger bird with varying grey colors that go from darker head down to lighter body, a snub nosed beak and webbed feet.
this bird has a rounded black bill, dark crown, dark grey neck, dark grey premaries and secondaries and web feet.
this bird is entirely gray with a pale gray belly and darker gray wings.
this gray albatross has black head, beak, throat, wings and tail, and has white eyes.
a bird with a black downward-curved beak and a grayish colored chest and belly.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0070_796346.jpg"
|
 | "white bird with light grey feathers and head and a black beak with white circle around the eye.
a medium sized bird with dark grey wing feathers, a white breast, and a long black bill.n
this bird has a grey head and face, white nape, throat and breast, and grey covering the rest of its body.
this is a grey bird with a white breast and eye and a black beak.
bird with fat and long beak that is curved at the tip, with white breast, gray crown and nape
this bird is black with white and has a long, pointy beak.
this bird is light grey in color with a lighter breast and belly, and a long, blunt bill.
a bird with a large beak, grey head with a white belly and dark grey wings.
this bird is white with grey and has a long, pointy beak.
this bird has wings that are black and has a long bill
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0072_796371.jpg"
|
 | "a long, grey-brown bird with a round belly, and a dark brown face with white around its eyes, a downward-hooked black bill, and webbed feet.
"a large bird with purple plumage and a blue, pointed beak."
this bird has a fluffy neck, a fluffy breast, and a long blue bill
this is a very fuzzy, young looking bird, with grey feathers that look more like fur all over the body, the eyebrow is bright white and the beak is long, black and pointed.
this is a grey bird with large feet and a large black beak.
this bird has wings that are grey and are very fluffy
a young, fluffy looking bird with a light grey coloring and webbed feet.
the bird has a dark gray crown, and a bread and body that is light gray.
this unique looking bird has white eyrings and a fuzzy appearance.
a small bird with a grey coloring and white eyerings.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0073_1171.jpg"
|
 | "this bird is mostly gray with a hooked bill.
this is a gray and white bird with a white eyering with large gray wingbars
a beautiful grey bird with a black head, and a small black eye with a white eye ring.
this bird is grey with long wings and has a long, pointy beak.
a bird with a white eyering, the bill is long and curved, with long wings
this bird has wings that are grey with a long bill
this bird has a long curved bill and an ash colored body, with a white eye ring and darker colored head.
this is a large grey bird witha long bill and a large wingspan
this grey bird has white on his wingtips when in flight and a darker gray curved beak.
a gray bird with a black beak and black and white eyes.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0074_1221.jpg"
|
 | "the bird has beak and head proportional to its body with its whole body covered in black.
this bird is black with a big wingspan and has a very short beak.
this bird is entirely black with a long, sharp beak and a broad wingspan.
this bird appears black with very long wings, and a long bill.
medium to large grey and black bird with long black beak
this bird has wings that are black and has a thick bill
this bird is one solid dark color, with a long, blunt bill.
a medium sized bird with a with a long bill,and black wings
this is a huge black bird with a very large wing span, and small head.
this bird has a solid black coloration throughout and a white eyering
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0075_796352.jpg"
|
 | "a bird with downward curved bill, brown crown and white body.
this bird has a black head, a long black bill, and a large wingspan.
this grey bird has very long wings
this bird is grey with large wings
a bird with a white back, the bill is short and curved, with a grey covering the body
this bird has wings that are brown and has a white belly
this bird has wings that are brown and has a white body
the bird is elegantly gliding through the ocean, it is both brown and white and medium sized.
this particular bird has a belly that is gray and white
a bird with a brown long wings and white back and the bill is long and curved
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0077_1080.jpg"
|
 | "the bird is black with a long wing span and short beak.
this bird has a short black bill, a long black wing, and a dark black crown.
the grey seagull has very long wings and a black head.
a gray bird with very long wings, a black head, and a white back.
this bird is black in color with a black beak, and black eye rings.
a black bird with long wings flying, with a short beak, and maybe a white spot on it's back.
this is a large black bird with a huge wingspan and a small beak.
this aerodynamic bird has is dark grey with a lighter grey back, very long, streamlined wings, a short tail, and a pointed bill.
this is a dark gray bird with a black head and a beak that curves down at the tip.
this bird has dark black feathers and long triangular wings.
"
| 2
(Sooty Albatross) | "Sooty_Albatross_0079_796389.jpg"
|
 | "a large bird has a stumpy bill, large tufts of black feathers on its breast, and a black crown.
a small bird with a black eye, black head, and dark bill.
a solid black bird with long tail feathers and a rounded beak that looks vey unusual.
medium black white and brown bird with medium black tarsus and medium black and white beak
all black bird with a small bird and all black eyes.
this particular bird has all black feathers and a black bill and black eyes
the bird is completely black with a small head and rounded beak that blends into the head.
this bird has shiny black feathers and a curved, short beak.
this bird is all black and has a very short beak.
this bird has wings that are black and has a thick bill
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0002_1670.jpg"
|
 | "this birds color is blue on his body and a gray long tail.
small black bird with long tail feathers and a short beak
a black bird with relatively long tail feathers and a short but pronounced beak.
this small bird has a black & blue colored body, and a black bill.
the small black bird has a short, stout beak and beady black eyes.
this bird has wings that are black and has a thick bill
the bird has a black eyering, long black outer rectrices, and black back.
the long tail on the black body bird with a grey bill
this bird has a short, downward-curved grey bill, a long tail, and black plumage covering its body.
this bird has wings that are black and has a white belly
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0004_1528.jpg"
|
 | "this imposing bird is all black including its eyes, feet, and sharp pointed bill and it has longer tail feathers.
this bird is all black.
a small bird covered in black feathers from head to tail, with a sharp but short pointed beak.
the wholly black bird features a strong, thick beak and beady black eyes.
a black bird that is medium in size very long outer rectrices.
this all black bird has long rectrices compared to the rest of its body and a short black bill.
this medium sized bird appears to be all black.
this bird is all black and has a very short beak.
the bird is small with a pointed bill, and the belly is black.
the bird has a black belly, black back and a black bill.
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0006_1763.jpg"
|
 | "a small bird which is black all over with a long tail and a very fat black bill.
the all black large bird has a large bill and small eyerings.
this is a black bird with a large crooked bill.
a small black bird with a large black bill and a spiked crown.
this bird is black in color with a black beak, and black eye rings.
medium to large black bird with large black beak and medium black eyes
this particular bird has a black body with a short black bill
a black body bird with a regularly sized head in comparison to the body.
a black bird with a large beak.
this bird is black it has a very large beak it looks to be a large bird
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0007_1615.jpg"
|
 | "an all black bird with small beady eyes.
bird has black body feathers, black breast feather, and black beak
this is a black bird with a long black tail wing and a pointy beak.
these two birds are black all over and have very long retrices and gray bills.
this bird is all black with a very long tail and the area around its eye is lacking feathers.
this bird has feathers that are black and has a thick black bill
a small black bird, with a flat tail, and a short bill.
a small bird with a black color covering and long tail.
this bird is dark black and featherless around is eyes, and has a short black beak.
this bird has wings that are black and has a thick bill
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0012_1784.jpg"
|
 | "a black and brown bird with small brown feet with a small bill
a black bird with a long tail and a large gray beak
this is a black bird with a large pointy grey beak.
this crested black bird has spiky plumage, long tail feathers, and a short, thick gray beak.
this bird is completely black with a thick blunt bill.
this bird has wings that are black with long tail feathers
this bird is mostly black with a long tail and a larger beak.
a bird with a very large grey beak and black and white feathers.
this bird has wings that are black and has a short bill
this bird has a black crown with black belly and black sides.
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0015_1653.jpg"
|
 | "this is an all black bird with wide retrices and a tall, sharp bill.
an ugly black bird with a large beak sitting on a barbed wire fence.
an all black bird with a wide thick short black beak.
this bird is completely black with a short blunt bull.
this black bird has a medium sized head and a large pointy beak that curves slightly downward.
this bird is all black, as it is covered completely with black feathers, has a black eye, and has a black beak.
this bird has a black crown as well as a black belly
a small black bird, with a flat tail, and a thick bill.
this bird has wings that are black and has a thick bill
this bird is black in color, and has a black beak.
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0018_1613.jpg"
|
 | "an all black bird with a funny shaped black beak.
very stout trinagular beak pointed down, with interspersed white feathers among black on head and neck, black body.
this bird is black with small eyes and has a long, pointy beak.
this bird is black in color with a black beak, and black eye rings.
this bird is black with shiny feathers and has a long, pointy beak.
this bird is black with white and has a very short beak.
this bird has wings that are black and has a thick bill
this black bird has a short and thick gray bill and a gray cheek patch.
a black bird with white spots and small black bill.
this bird is black with lighter mottling on the head and a broad, blunt bill.
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0019_1585.jpg"
|
 | "this bird is completely black with a blunt bit.
a mostly black bird with lighter color feathers on it's upper torse
this bird is black in color with a short curved beak and dark eye rings.
this bird has a curved, thick bill with starkly black feathers.
this is a black bird with a long tail feather and a large black beak.
this bird has wings that are black with a bulky bill
this bird has a large beak compared to it's head size and long tail feathers, it is very dark with spots of gray on it's chest.
this bird has wings that are black and has a thick bill
this small bird has a broad, stubby black bill and a black crown and wings.
the bird is small with a pointed wide bill, and the belly is black.
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0023_1485.jpg"
|
 | "a small bird with a black head and black nape, with black covering the rest of its body, and bill is short and pointed.
a small bird with an all black body, a short curved bill, and long tail feathers.
a small black bird with a long tail and a funny shaped beak.
this is an all black bird with a long tail.
this bird has a black crown, a black bill, and a black breast
the is colorful bird has a black body and wings and feathers
this bird is all black and has a very short beak.
small black bird with short black tarsus and a large stubby black beak.
this bird has a black crown as well as a black rump
this bird has wings that are black and has a thick bill
"
| 3
(Groove billed Ani) | "Groove_Billed_Ani_0027_1754.jpg"
|
End of preview (truncated to 100
rows)
CC6204: Hackaton Deep Learning 2022
Nota: esta fue un actividad del curso CC6204: Deep Learning, Universidad de Chile, año 2022. Dictado por el profesor Iván Sipiran, material del curso aquí.
En esta actividad intentaremos resolver un problema de clasificación multimodal. En un problema de clasificación multimodal, cada pieza de información viene en diferentes representaciones (imágenes, texto, audios, etc) y la idea es determinar cómo usar esos datos para un problema de clasificación. En este caso trabajaremos con un dataset que contiene datos sobre especies de pájaros.
Dataset
Data Instances
Una muestra del dataset se encuentra a continuación:
{'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=334x500 at 0x7F59DE348AF0>,
'description': 'this bird has a short orange bill, white breast and body and white eyes.\na medium sized bird with a orange bill and a black crown and white eyes\nthis white-breasted bird has a short, squat, orange bill, a black head and wings, and small white eyes above a white stripe.\nthis bird has a white breast, a black head, a short red beak, and webbed feet.\nthis bird is white with black on its neck and has a long, pointy beak.\nthis bird has wings that are black and has a white belly\nthis bird has wings that are black and has a long bill\nthis is a medium sized bird, with a white belly, and a grey head and wings, with a short yellow bill.\nthis bird is white and gray in color, and has a bright orange beak.\nthis bird has a blunt orange beak with mostly black above the neck, the belly is solid white.\n',
'label': 6,
'file_name': 'Parakeet_Auklet_0048_795980.jpg'}
Data Fields
Cada instancia de datos tiene los siguientes campos:
image: imagen RGB de un pájarodescription: texto con 10 descripciones del pájaro en la foto, cada descripción esta separado por un salto de linea (i.e.\n)label: un número entero que representa el id de la especie a la que pertenece el pájaroId2String
```bash 1 001.Black_footed_Albatross 2 002.Laysan_Albatross 3 003.Sooty_Albatross 4 004.Groove_billed_Ani 5 005.Crested_Auklet 6 006.Least_Auklet 7 007.Parakeet_Auklet 8 008.Rhinoceros_Auklet 9 009.Brewer_Blackbird 10 010.Red_winged_Blackbird 11 011.Rusty_Blackbird 12 012.Yellow_headed_Blackbird 13 013.Bobolink 14 014.Indigo_Bunting 15 015.Lazuli_Bunting 16 016.Painted_Bunting 17 017.Cardinal 18 018.Spotted_Catbird 19 019.Gray_Catbird 20 020.Yellow_breasted_Chat 21 021.Eastern_Towhee 22 022.Chuck_will_Widow 23 023.Brandt_Cormorant 24 024.Red_faced_Cormorant 25 025.Pelagic_Cormorant 26 026.Bronzed_Cowbird 27 027.Shiny_Cowbird 28 028.Brown_Creeper 29 029.American_Crow 30 030.Fish_Crow 31 031.Black_billed_Cuckoo 32 032.Mangrove_Cuckoo 33 033.Yellow_billed_Cuckoo 34 034.Gray_crowned_Rosy_Finch 35 035.Purple_Finch 36 036.Northern_Flicker 37 037.Acadian_Flycatcher 38 038.Great_Crested_Flycatcher 39 039.Least_Flycatcher 40 040.Olive_sided_Flycatcher 41 041.Scissor_tailed_Flycatcher 42 042.Vermilion_Flycatcher 43 043.Yellow_bellied_Flycatcher 44 044.Frigatebird 45 045.Northern_Fulmar 46 046.Gadwall 47 047.American_Goldfinch 48 048.European_Goldfinch 49 049.Boat_tailed_Grackle 50 050.Eared_Grebe 51 051.Horned_Grebe 52 052.Pied_billed_Grebe 53 053.Western_Grebe 54 054.Blue_Grosbeak 55 055.Evening_Grosbeak 56 056.Pine_Grosbeak 57 057.Rose_breasted_Grosbeak 58 058.Pigeon_Guillemot 59 059.California_Gull 60 060.Glaucous_winged_Gull 61 061.Heermann_Gull 62 062.Herring_Gull 63 063.Ivory_Gull 64 064.Ring_billed_Gull 65 065.Slaty_backed_Gull 66 066.Western_Gull 67 067.Anna_Hummingbird 68 068.Ruby_throated_Hummingbird 69 069.Rufous_Hummingbird 70 070.Green_Violetear 71 071.Long_tailed_Jaeger 72 072.Pomarine_Jaeger 73 073.Blue_Jay 74 074.Florida_Jay 75 075.Green_Jay 76 076.Dark_eyed_Junco 77 077.Tropical_Kingbird 78 078.Gray_Kingbird 79 079.Belted_Kingfisher 80 080.Green_Kingfisher 81 081.Pied_Kingfisher 82 082.Ringed_Kingfisher 83 083.White_breasted_Kingfisher 84 084.Red_legged_Kittiwake 85 085.Horned_Lark 86 086.Pacific_Loon 87 087.Mallard 88 088.Western_Meadowlark 89 089.Hooded_Merganser 90 090.Red_breasted_Merganser 91 091.Mockingbird 92 092.Nighthawk 93 093.Clark_Nutcracker 94 094.White_breasted_Nuthatch 95 095.Baltimore_Oriole 96 096.Hooded_Oriole 97 097.Orchard_Oriole 98 098.Scott_Oriole 99 099.Ovenbird 100 100.Brown_Pelican 101 101.White_Pelican 102 102.Western_Wood_Pewee 103 103.Sayornis 104 104.American_Pipit 105 105.Whip_poor_Will 106 106.Horned_Puffin 107 107.Common_Raven 108 108.White_necked_Raven 109 109.American_Redstart 110 110.Geococcyx 111 111.Loggerhead_Shrike 112 112.Great_Grey_Shrike 113 113.Baird_Sparrow 114 114.Black_throated_Sparrow 115 115.Brewer_Sparrow 116 116.Chipping_Sparrow 117 117.Clay_colored_Sparrow 118 118.House_Sparrow 119 119.Field_Sparrow 120 120.Fox_Sparrow 121 121.Grasshopper_Sparrow 122 122.Harris_Sparrow 123 123.Henslow_Sparrow 124 124.Le_Conte_Sparrow 125 125.Lincoln_Sparrow 126 126.Nelson_Sharp_tailed_Sparrow 127 127.Savannah_Sparrow 128 128.Seaside_Sparrow 129 129.Song_Sparrow 130 130.Tree_Sparrow 131 131.Vesper_Sparrow 132 132.White_crowned_Sparrow 133 133.White_throated_Sparrow 134 134.Cape_Glossy_Starling 135 135.Bank_Swallow 136 136.Barn_Swallow 137 137.Cliff_Swallow 138 138.Tree_Swallow 139 139.Scarlet_Tanager 140 140.Summer_Tanager 141 141.Artic_Tern 142 142.Black_Tern 143 143.Caspian_Tern 144 144.Common_Tern 145 145.Elegant_Tern 146 146.Forsters_Tern 147 147.Least_Tern 148 148.Green_tailed_Towhee 149 149.Brown_Thrasher 150 150.Sage_Thrasher 151 151.Black_capped_Vireo 152 152.Blue_headed_Vireo 153 153.Philadelphia_Vireo 154 154.Red_eyed_Vireo 155 155.Warbling_Vireo 156 156.White_eyed_Vireo 157 157.Yellow_throated_Vireo 158 158.Bay_breasted_Warbler 159 159.Black_and_white_Warbler 160 160.Black_throated_Blue_Warbler 161 161.Blue_winged_Warbler 162 162.Canada_Warbler 163 163.Cape_May_Warbler 164 164.Cerulean_Warbler 165 165.Chestnut_sided_Warbler 166 166.Golden_winged_Warbler 167 167.Hooded_Warbler 168 168.Kentucky_Warbler 169 169.Magnolia_Warbler 170 170.Mourning_Warbler 171 171.Myrtle_Warbler 172 172.Nashville_Warbler 173 173.Orange_crowned_Warbler 174 174.Palm_Warbler 175 175.Pine_Warbler 176 176.Prairie_Warbler 177 177.Prothonotary_Warbler 178 178.Swainson_Warbler 179 179.Tennessee_Warbler 180 180.Wilson_Warbler 181 181.Worm_eating_Warbler 182 182.Yellow_Warbler 183 183.Northern_Waterthrush 184 184.Louisiana_Waterthrush 185 185.Bohemian_Waxwing 186 186.Cedar_Waxwing 187 187.American_Three_toed_Woodpecker 188 188.Pileated_Woodpecker 189 189.Red_bellied_Woodpecker 190 190.Red_cockaded_Woodpecker 191 191.Red_headed_Woodpecker 192 192.Downy_Woodpecker 193 193.Bewick_Wren 194 194.Cactus_Wren 195 195.Carolina_Wren 196 196.House_Wren 197 197.Marsh_Wren 198 198.Rock_Wren 199 199.Winter_Wren 200 200.Common_Yellowthroat ```file_name: nombre del archivo que tiene la imagen
Data Splits
| train | test | |
|---|---|---|
| # de observaciones | 5994 | 5794 |
Problema
El problema consiste en entrenar un modelo que clasifique instancias del dataset CUB de la mejor manera posible. Algunas preguntas que podrían guiar nuestro desarrollo son:
- Se podrá obtener un buen performance de clasificación solo usando las imágenes del dataset? Este tipo de problema sería el clásico problema de clasificar imágenes.
- Se podrá obtener un buen performance de clasificación solo usando los textos del dataset? Este tipo de problema sería el clásico problema de clasificar texto.
- Se podrá obtener un mejor performance si combino la información en un modelo multimodal? Cómo construyo un modelo multimodal que reciba una imagen y un texto y clasifique la instancia con su respectiva especie? Hint: piense en cómo una red neuronal (la que sea) es simplemente una función que recibe un dato y genera una representación de alto nivel (vector característico) de ese dato. Una red CNN podría hacerse cargo de calcular la representación de una imagen y una red RNN podría hacerse cargo de calcular la representación del texto. Finalmente concateno ambas representaciones y entreno un MLP final que hace la clasificación.
Experimentación
Como el dataset es grande y los recursos de computación son muy limitados, una estrategia para hacer los experimentos es tomar una muestra más pequeña de datos para ir probando las ideas. Para esta estrategia, éstas son dos ideas válidas:
- Tomar menos instancias por cada clase para el desarrollo y solo dejar el dataset final para hacer el entrenamiento final y la evaluación final con testing.
- Tomar menos clases para el desarrollo inicial y solo dejar el dataset final para hacer el entrenamiento final y la evaluación final con testing.
Ambas estrategias nos permiten lidiar con los recursos limitados que tenemos, pero cuáles son sus ventajas o desventajas? Si usas alguna de estas estrategias, puedes comentar este punto en tu desarrollo final.
Métrica de Evaluación
La métrica que se debe reportar es el accuracy en conjunto de test.
Citation Information
Sitio web del dataset CUB200, y reporte técnico aquí.
@techreport{WahCUB_200_2011,
Title = The Caltech-UCSD Birds-200-2011 Dataset,
Author = {Wah, C. and Branson, S. and Welinder, P. and Perona, P. and Belongie, S.},
Year = {2011}
Institution = {California Institute of Technology},
Number = {CNS-TR-2011-001}
}
Contributions
Creación y adaptación del material de la actividad en un Hugging Face dataset por Cristóbal Alcázar.
- Downloads last month
- 261