ProfessorFish

UK birds

Object Detection

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UK birds Computer Vision Project

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UK Bird Identifier

This is a dataset for identifying UK bird species that is actively being added to. Currently 32 of the planned 250 (~13%) of the bird species have been labelled and added.

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 some species
  • Under representation of non-mating season birds in some species
  • Under-labelling of secondary bird species in images in 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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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 2024-05-03 },
                            }
                        

Connect Your Model With Program Logic

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Source

ProfessorFish

Last Updated

a day ago

Project Type

Object Detection

Subject

Bar-head-goose

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License

CC BY 4.0

Classes

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