UK birds Computer Vision Project
ProfessorFish
Updated 7 months ago
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ARCTIC-LOON
ARCTIC-TERN
ATLANTIC-PUFFIN
BALEARIC-SHEARWATER
BANK-SWALLOW
BAR-TAILED-GODWIT
BARN-OWL
BARN-SWALLOW
BARNACLE-GOOSE
BARRED-WARBLER
BEARDED-REEDLING
BLACK-BELLIED-PLOVER
BLACK-GROUSE
BLACK-GUILLEMOT
BLACK-HEADED-GULL
BLACK-LEGGED-KITTIWAKE
BLACK-REDSTART
BLACK-TAILED-GODWIT
BLACK-TERN
BLUETHROAT
BOHEMIAN-WAXWING
BRAMBLING
BRANT
CARRION-CROW
CETTI'S-WARBLER
CIRL-BUNTING
COAL-TIT
COMMON-BUZZARD
COMMON-CHAFFINCH
COMMON-CHIFFCHAFF
COMMON-CRANE
COMMON-CUCKOO
COMMON-EIDER
COMMON-FIRECREST
COMMON-GOLDENEYE
COMMON-GRASSHOPPER-WARBLER
COMMON-GREENSHANK
COMMON-GULL
COMMON-KINGFISHER
COMMON-LOON
COMMON-MERGANSER
COMMON-MURRE
COMMON-NIGHTINGALE
COMMON-POCHARD
COMMON-QUAIL
COMMON-RAVEN
COMMON-REDPOLL
COMMON-REDSHANK
COMMON-REDSTART
COMMON-REED-WARBLER
COMMON-RINGED-PLOVER
COMMON-ROSEFINCH
COMMON-SANDPIPER
COMMON-SCOTER
COMMON-SHELDUCK
COMMON-SNIPE
COMMON-SWIFT
COMMON-TERN
COMMON-WOOD-PIGEON
CORN-BUNTING
CORN-CRAKE
CORY'S-SHEARWATER
CRESTED-TIT
CURLEW-SANDPIPER
DARTFORD-WARBLER
DOVEKIE
DUNLIN
DUNNOCK
EARED-GREBE
EURASIAN-BLACKBIRD
EURASIAN-BLACKCAP
EURASIAN-BLUE-TIT
EURASIAN-BULLFINCH
EURASIAN-COLLARED-DOVE
EURASIAN-COOT
EURASIAN-CURLEW
EURASIAN-DOTTEREL
EURASIAN-GOLDEN-ORIOLE
EURASIAN-GOSHAWK
EURASIAN-GREEN-WOODPECKER
EURASIAN-HOBBY
EURASIAN-HOOPOE
EURASIAN-JACKDAW
EURASIAN-JAY
EURASIAN-KESTREL
EURASIAN-LINNET
EURASIAN-MAGPIE
EURASIAN-MOORHEN
EURASIAN-NIGHTJAR
EURASIAN-NUTHATCH
EURASIAN-OYSTERCATCHER
EURASIAN-SISKIN
EURASIAN-SKYLARK
EURASIAN-SPARROWHAWK
EURASIAN-SPOONBILL
EURASIAN-THICK-KNEE
EURASIAN-TREE-SPARROW
EURASIAN-TREECREEPER
EURASIAN-WIGEON
EURASIAN-WOODCOCK
EURASIAN-WREN
EURASIAN-WRYNECK
EUROPEAN-GOLDEN-PLOVER
EUROPEAN-GOLDFINCH
EUROPEAN-GREENFINCH
EUROPEAN-HONEY-BUZZARD
EUROPEAN-PIED-FLYCATCHER
EUROPEAN-ROBIN
EUROPEAN-SHAG
EUROPEAN-STARLING
EUROPEAN-STONECHAT
EUROPEAN-STORM-PETREL
EUROPEAN-TURTLE-DOVE
FIELDFARE
GADWALL
GARDEN-WARBLER
GARGANEY
GLAUCOUS-GULL
GOLDCREST
GOLDEN-EAGLE
GRAY-HERON
GRAY-PARTRIDGE
GRAY-WAGTAIL
GRAYLAG-GOOSE
GREAT-BITTERN
GREAT-BLACK-BACKED-GULL
GREAT-CORMORANT
GREAT-CRESTED-GREBE
GREAT-GRAY-SHRIKE
GREAT-SHEARWATER
GREAT-SKUA
GREAT-SPOTTED-WOODPECKER
GREAT-TIT
GREATER-SCAUP
GREATER-SHORT-TOED-LARK
GREATER-WHITE-FRONTED-GOOSE
GREATER-WHITETHROAT
GREEN-SANDPIPER
GREEN-WINGED-TEAL
HAWFINCH
HEN-HARRIER
HERRING-GULL
HOODED-CROW
HORNED-GREBE
HORNED-LARK
HOUSE-SPARROW
ICELAND-GULL
JACK-SNIPE
KENTISH-PLOVER
LAPLAND-LONGSPUR
LEACH'S-STORM-PETREL
LESSER-BLACK-BACKED-GULL
LESSER-REDPOLL
LESSER-SPOTTED-WOODPECKER
LESSER-WHITETHROAT
LITTLE-EGRET
LITTLE-GREBE
LITTLE-GULL
LITTLE-RINGED-PLOVER
LITTLE-STINT
LITTLE-TERN
LONG-EARED-OWL
LONG-TAILED-DUCK
LONG-TAILED-JAEGER
LONG-TAILED-TIT
MALLARD
MANX-SHEARWATER
MARSH-TIT
MARSH-WARBLER
MEADOW-PIPIT
MEDITERRANEAN-GULL
MERLIN
MISTLE-THRUSH
MONTAGU'S-HARRIER
MUTE-SWAN
NORTHERN-FULMAR
NORTHERN-GANNET
NORTHERN-LAPWING
NORTHERN-PINTAIL
NORTHERN-SHOVELER
NORTHERN-WHEATEAR
OSPREY
PALLAS'S-LEAF-WARBLER
PARASITIC-JAEGER
PEREGRINE-FALCON
PIED-AVOCET
PINK-FOOTED-GOOSE
POMARINE-JAEGER
PURPLE-HERON
PURPLE-SANDPIPER
RAZORBILL
RED-BACKED-SHRIKE
RED-BILLED-CHOUGH
RED-BREASTED-MERGANSER
RED-CROSSBILL
RED-KITE
RED-KNOT
RED-NECKED-GREBE
RED-NECKED-PHALAROPE
RED-PHALAROPE
RED-THROATED-LOON
REDWING
REED-BUNTING
RING-OUZEL
ROCK-PIGEON
ROCK-PIPIT
ROOK ROSEATE-TERN
ROUGH-LEGGED-HAWK
RUDDY-TURNSTONE
RUFF
SABINE'S-GULL
SANDERLING
SANDWICH-TERN
SEDGE-WARBLER
SHORT-EARED-OWL
SMEW
SNOW-BUNTING
SONG-THRUSH
SOOTY-SHEARWATER
SPOTTED-CRAKE
SPOTTED-FLYCATCHER
SPOTTED-REDSHANK
STOCK-DOVE
TAIGA-BEAN-GOOSE
TAWNY-OWL
TAWNY-PIPIT
TEMMINCK'S-STINT
TREE-PIPIT
TUFTED-DUCK
TWITE
VELVET-SCOTER
WATER-PIPIT
WATER-RAIL
WESTERN-HOUSE-MARTIN
WESTERN-MARSH-HARRIER
WESTERN-YELLOW-WAGTAIL
WHIMBREL
WHINCHAT
WHITE-STORK
WHITE-THROATED-DIPPER
WHITE-WAGTAIL
WHOOPER-SWAN
WILLOW-PTARMIGAN
WILLOW-TIT
WILLOW-WARBLER
WOOD-LARK
WOOD-SANDPIPER
WOOD-WARBLER
YELLOWHAMMER
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Description
UK Bird Identifier
This is a dataset for identifying UK bird species that is actively being added to. Currently 35 of the planned 250 (14%) of the bird species have been labelled and added. (Last Modified - 13/05/2024)
Current model active on this site is trained for 100 epochs on 25 species.
Process:
- List of ~250ish UK birds
- Use a program to search google for the first 100 images of the latin name of the bird
- Manually remove inaccurate images
- Label primary bird species (and occasionally secondary species)
Main issues:
- Under-representation of female birds in a small number of species
- Under representation of non-mating season birds in a small number species
- Under-labelling of secondary bird species in a small number of cluttered images
- Due to inaccuracies of google image search, some bird species are under-represented, such as the whooper swan
Even with all these "issues", it results in a fairly good bird identifier.
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Cite This Project
LICENSE
CC BY 4.0 If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
uk-birds_dataset,
title = { UK birds Dataset },
type = { Open Source Dataset },
author = { ProfessorFish },
howpublished = { \url{ https://universe.roboflow.com/professorfish/uk-birds } },
url = { https://universe.roboflow.com/professorfish/uk-birds },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2024 },
month = { may },
note = { visited on 2024-12-22 },
}