fix?

app.py

@@ -1,11 +1,3 @@
- ### TODO:
-# 1. gradio interface to upload image
-# 2. use image ai model to determine if feather is from protected-birds.csv file
-# 3. prompt user to verify results if bird is protected for themselves before making a report
-# 4. list possible protected birds from list of protected-birds.csv file along with confidence score
-# 5. output the result in a table format along with search queries for each bird for user to verify
-# 6. prompt user to make a report they are confident the feather in the image is from a protected bird along with the link to https://www.fws.gov/contact-us
-
 import gradio as gr
 import pandas as pd
 import numpy as np
@@ -46,9 +38,20 @@ def check_feather(image):
                 protected = True
                 protected_birds_list.append([bird, prediction, probabilities[model_predictions.index(prediction)]])
     
+    if protected:
+        # Display the results
+        gr.Interface(fn=lambda: protected_birds_list, inputs="text", outputs="text").launch()
+        user_verification = gr.inputs.Checkbox(label="Verify the results")
+        if user_verification:
+            # Output the result in a table format
+            gr.Interface(fn=lambda: protected_birds_list, inputs=user_verification, outputs="html").launch()
+            # Prompt user to make a report
+            gr.Interface(fn=lambda: "If confident, report to: https://www.fws.gov/contact-us", inputs=user_verification, outputs="text").launch()
+    else:
+        gr.Interface(fn=lambda: "No protected bird detected", inputs=image, outputs="text").launch()
+
     return protected, protected_birds_list
 
 # Gradio interface
 image = gr.inputs.Image()
-gr.Interface(fn=check_feather, inputs=image, outputs="text").launch()
-
+gr.Interface(fn=check_feather, inputs=image, outputs="text").launch()

list.csv

@@ -0,0 +1,1107 @@
+ENGLISH_NAME
+Black-bellied Whistling-Duck
+West Indian Whistling-Duck
+Fulvous Whistling-Duck
+Emperor Goose
+Snow Goose
+Ross's Goose
+Greater White-fronted Goose
+Lesser White-fronted Goose
+Taiga Bean-Goose
+Tundra Bean-Goose
+Pink-footed Goose
+Brant
+Barnacle Goose
+Cackling Goose
+Canada Goose
+Hawaiian Goose
+Trumpeter Swan
+Tundra Swan
+Whooper Swan
+Muscovy Duck
+Wood Duck
+Baikal Teal
+Garganey
+Blue-winged Teal
+Cinnamon Teal
+Northern Shoveler
+Gadwall
+Falcated Duck
+Eurasian Wigeon
+American Wigeon
+Laysan Duck
+Hawaiian Duck
+Eastern Spot-billed Duck
+Mallard
+Mexican Duck
+American Black Duck
+Mottled Duck
+Pacific Black Duck
+White-cheeked Pintail
+Northern Pintail
+Green-winged Teal
+Canvasback
+Redhead
+Common Pochard
+Baer's Pochard
+Ring-necked Duck
+Tufted Duck
+Greater Scaup
+Lesser Scaup
+Steller's Eider
+Spectacled Eider
+King Eider
+Common Eider
+Harlequin Duck
+Surf Scoter
+White-winged Scoter
+Stejneger’s Scoter
+Common Scoter
+Black Scoter
+Long-tailed Duck
+Bufflehead
+Common Goldeneye
+Barrow's Goldeneye
+Smew
+Hooded Merganser
+Common Merganser
+Red-breasted Merganser
+Masked Duck
+Ruddy Duck
+American Flamingo
+Least Grebe
+Pied-billed Grebe
+Horned Grebe
+Red-necked Grebe
+Eared Grebe
+Western Grebe
+Clark's Grebe
+Scaly-naped Pigeon
+White-crowned Pigeon
+Red-billed Pigeon
+Plain Pigeon
+Band-tailed Pigeon
+Oriental Turtle-Dove
+Shy Ground Dove
+White-throated Ground Dove
+Inca Dove
+Common Ground Dove
+Ruddy Ground Dove
+Ruddy Quail-Dove
+Key West Quail-Dove
+Bridled Quail-Dove
+White-tipped Dove
+White-winged Dove
+Zenaida Dove
+Mourning Dove
+Many-colored Fruit-Dove
+Crimson-crowned Fruit-Dove
+Mariana Fruit-Dove
+Pacific Imperial-Pigeon
+Smooth-billed Ani
+Groove-billed Ani
+Greater Roadrunner
+Long-tailed Koel
+Hodgson's Hawk-Cuckoo
+Common Cuckoo
+Oriental Cuckoo
+Chestnut-winged Cuckoo
+Dark-billed Cuckoo
+Yellow-billed Cuckoo
+Mangrove Cuckoo
+Black-billed Cuckoo
+Puerto Rican Lizard-Cuckoo
+Lesser Nighthawk
+Common Nighthawk
+Antillean Nighthawk
+Common Pauraque
+Common Poorwill
+Chuck-will's-widow
+Buff-collared Nightjar
+Eastern Whip-poor-will
+Mexican Whip-poor-will
+Puerto Rican Nightjar
+White-tailed Nightjar
+Gray Nightjar
+Black Swift
+White-collared Swift
+Chimney Swift
+Vaux's Swift
+Short-tailed Swift
+White-throated Needletail
+White-rumped Swiftlet
+Mariana Swiftlet
+Common Swift
+Fork-tailed Swift
+Alpine Swift
+White-throated Swift
+Antillean Palm-Swift
+Mexican Violetear
+Green-breasted Mango
+Puerto Rican Mango
+Green Mango
+Purple-throated Carib
+Green-throated Carib
+Rivoli's Hummingbird
+Plain-capped Starthroat
+Amethyst-throated Mountain-gem
+Blue-throated Mountain-gem
+Lucifer Hummingbird
+Ruby-throated Hummingbird
+Black-chinned Hummingbird
+Vervain Hummingbird
+Bahama Woodstar
+Anna's Hummingbird
+Costa's Hummingbird
+Calliope Hummingbird
+Rufous Hummingbird
+Allen's Hummingbird
+Broad-tailed Hummingbird
+Bumblebee Hummingbird
+Puerto Rican Emerald
+Broad-billed Hummingbird
+White-eared Hummingbird
+Xantus's Hummingbird
+Antillean Crested Hummingbird
+Violet-crowned Hummingbird
+Berylline Hummingbird
+Cinnamon Hummingbird
+Buff-bellied Hummingbird
+Buff-banded Rail
+Guam Rail
+Paint-billed Crake
+Spotted Rail
+Rufous-necked Wood-Rail
+Ridgway's Rail
+King Rail
+Clapper Rail
+Virginia Rail
+Corn Crake
+Sora
+Common Gallinule
+Eurasian Moorhen
+Eurasian Coot
+Hawaiian Coot
+American Coot
+Purple Gallinule
+Azure Gallinule
+Purple Swamphen
+Spotless Crake
+Yellow Rail
+Yellow-breasted Crake
+Black Rail
+Limpkin
+Sandhill Crane
+Common Crane
+Hooded Crane
+Whooping Crane
+Black-winged Stilt
+Black-necked Stilt
+American Avocet
+Eurasian Oystercatcher
+American Oystercatcher
+Black Oystercatcher
+Northern Lapwing
+Black-bellied Plover
+European Golden-Plover
+American Golden-Plover
+Pacific Golden-Plover
+Eurasian Dotterel
+Killdeer
+Common Ringed Plover
+Semipalmated Plover
+Piping Plover
+Little Ringed Plover
+Lesser Sand-Plover
+Greater Sand-Plover
+Wilson's Plover
+Collared Plover
+Kentish Plover
+Mountain Plover
+Snowy Plover
+Northern Jacana
+Upland Sandpiper
+Bristle-thighed Curlew
+Whimbrel
+Little Curlew
+Eskimo Curlew
+Long-billed Curlew
+Far Eastern Curlew
+Eurasian Curlew
+Bar-tailed Godwit
+Black-tailed Godwit
+Hudsonian Godwit
+Marbled Godwit
+Ruddy Turnstone
+Black Turnstone
+Great Knot
+Red Knot
+Surfbird
+Ruff
+Broad-billed Sandpiper
+Sharp-tailed Sandpiper
+Stilt Sandpiper
+Curlew Sandpiper
+Temminck's Stint
+Long-toed Stint
+Spoon-billed Sandpiper
+Red-necked Stint
+Sanderling
+Dunlin
+Rock Sandpiper
+Purple Sandpiper
+Baird's Sandpiper
+Little Stint
+Least Sandpiper
+White-rumped Sandpiper
+Buff-breasted Sandpiper
+Pectoral Sandpiper
+Semipalmated Sandpiper
+Western Sandpiper
+Short-billed Dowitcher
+Long-billed Dowitcher
+Jack Snipe
+Eurasian Woodcock
+American Woodcock
+Solitary Snipe
+Pin-tailed Snipe
+Swinhoe's Snipe
+Common Snipe
+Wilson's Snipe
+Terek Sandpiper
+Common Sandpiper
+Spotted Sandpiper
+Green Sandpiper
+Solitary Sandpiper
+Gray-tailed Tattler
+Wandering Tattler
+Lesser Yellowlegs
+Willet
+Spotted Redshank
+Common Greenshank
+Nordmann's Greenshank
+Greater Yellowlegs
+Common Redshank
+Wood Sandpiper
+Marsh Sandpiper
+Wilson's Phalarope
+Red-necked Phalarope
+Red Phalarope
+Great Skua
+South Polar Skua
+Pomarine Jaeger
+Parasitic Jaeger
+Long-tailed Jaeger
+Dovekie
+Common Murre
+Thick-billed Murre
+Razorbill
+Black Guillemot
+Pigeon Guillemot
+Long-billed Murrelet
+Marbled Murrelet
+Kittlitz's Murrelet
+Scripps's Murrelet
+Guadalupe Murrelet
+Craveri's Murrelet
+Ancient Murrelet
+Cassin's Auklet
+Parakeet Auklet
+Least Auklet
+Whiskered Auklet
+Crested Auklet
+Rhinoceros Auklet
+Atlantic Puffin
+Horned Puffin
+Tufted Puffin
+Swallow-tailed Gull
+Black-legged Kittiwake
+Red-legged Kittiwake
+Ivory Gull
+Sabine's Gull
+Bonaparte's Gull
+Gray-hooded Gull
+Black-headed Gull
+Little Gull
+Ross's Gull
+Laughing Gull
+Franklin's Gull
+Pallas's Gull
+Belcher's Gull
+Black-tailed Gull
+Heermann's Gull
+Common Gull
+Short-billed Gull
+Ring-billed Gull
+Western Gull
+Yellow-footed Gull
+California Gull
+Herring Gull
+Yellow-legged Gull
+Iceland Gull
+Lesser Black-backed Gull
+Slaty-backed Gull
+Glaucous-winged Gull
+Glaucous Gull
+Great Black-backed Gull
+Kelp Gull
+Brown Noddy
+Black Noddy
+Blue-gray Noddy
+White Tern
+Sooty Tern
+Gray-backed Tern
+Bridled Tern
+Aleutian Tern
+Little Tern
+Least Tern
+Large-billed Tern
+Gull-billed Tern
+Caspian Tern
+Inca Tern
+Black Tern
+White-winged Tern
+Whiskered Tern
+Roseate Tern
+Black-naped Tern
+Common Tern
+Arctic Tern
+Forster's Tern
+Royal Tern
+Great Crested Tern
+Sandwich Tern
+Elegant Tern
+Black Skimmer
+White-tailed Tropicbird
+Red-billed Tropicbird
+Red-tailed Tropicbird
+Red-throated Loon
+Arctic Loon
+Pacific Loon
+Common Loon
+Yellow-billed Loon
+Yellow-nosed Albatross
+White-capped Albatross
+Chatham Albatross
+Salvin's Albatross
+Black-browed Albatross
+Light-mantled Albatross
+Wandering Albatross
+Laysan Albatross
+Black-footed Albatross
+Short-tailed Albatross
+Wilson's Storm-Petrel
+White-faced Storm-Petrel
+White-bellied Storm-Petrel
+Black-bellied Storm-Petrel
+Polynesian Storm-Petrel
+European Storm-Petrel
+Fork-tailed Storm-Petrel
+Ringed Storm-Petrel
+Swinhoe's Storm-Petrel
+Leach's Storm-Petrel
+Townsend's Storm-Petrel
+Ashy Storm-Petrel
+Band-rumped Storm-Petrel
+Wedge-rumped Storm-Petrel
+Black Storm-Petrel
+Matsudaira's Storm-Petrel
+Tristram's Storm-Petrel
+Least Storm-Petrel
+Northern Giant-Petrel
+Northern Fulmar
+Gray-faced Petrel
+Providence Petrel
+Kermadec Petrel
+Trindade Petrel
+Herald Petrel
+Murphy's Petrel
+Mottled Petrel
+Bermuda Petrel
+Black-capped Petrel
+Juan Fernandez Petrel
+Hawaiian Petrel
+White-necked Petrel
+Bonin Petrel
+Black-winged Petrel
+Fea's Petrel
+Zino's Petrel
+Cook's Petrel
+Gould's Petrel
+Stejneger's Petrel
+Phoenix Petrel
+Tahiti Petrel
+Bulwer's Petrel
+Jouanin's Petrel
+White-chinned Petrel
+Parkinson's Petrel
+Streaked Shearwater
+Cory's Shearwater
+Cape Verde Shearwater
+Wedge-tailed Shearwater
+Buller's Shearwater
+Short-tailed Shearwater
+Sooty Shearwater
+Great Shearwater
+Pink-footed Shearwater
+Flesh-footed Shearwater
+Christmas Shearwater
+Manx Shearwater
+Newell's Shearwater
+Bryan's Shearwater
+Black-vented Shearwater
+Audubon's Shearwater
+Barolo Shearwater
+Jabiru
+Wood Stork
+Lesser Frigatebird
+Magnificent Frigatebird
+Great Frigatebird
+Masked Booby
+Nazca Booby
+Blue-footed Booby
+Brown Booby
+Red-footed Booby
+Abbott's Booby
+Northern Gannet
+Anhinga
+Little Pied Cormorant
+Brandt's Cormorant
+Red-faced Cormorant
+Pelagic Cormorant
+Great Cormorant
+Double-crested Cormorant
+Neotropic Cormorant
+American White Pelican
+Brown Pelican
+American Bittern
+Yellow Bittern
+Least Bittern
+Schrenck's Bittern
+Black Bittern
+Bare-throated Tiger-Heron
+Great Blue Heron
+Gray Heron
+Great Egret
+Intermediate Egret
+Chinese Egret
+Little Egret
+Pacific Reef-Heron
+Western Reef-Heron
+Snowy Egret
+Little Blue Heron
+Tricolored Heron
+Reddish Egret
+Cattle Egret
+Chinese Pond-Heron
+Green Heron
+Black-crowned Night-Heron
+Nankeen Night-Heron
+Yellow-crowned Night-Heron
+Japanese Night-Heron
+Malayan Night-Heron
+White Ibis
+Scarlet Ibis
+Glossy Ibis
+White-faced Ibis
+Roseate Spoonbill
+California Condor
+Black Vulture
+Turkey Vulture
+Osprey
+White-tailed Kite
+Hook-billed Kite
+Swallow-tailed Kite
+Golden Eagle
+Double-toothed Kite
+Northern Harrier
+Eastern Marsh-Harrier
+Chinese Sparrowhawk
+Japanese Sparrowhawk
+Sharp-shinned Hawk
+Cooper's Hawk
+Northern Goshawk
+Black Kite
+Bald Eagle
+White-tailed Eagle
+Steller's Sea-Eagle
+Mississippi Kite
+Gray-faced Buzzard
+Crane Hawk
+Snail Kite
+Common Black Hawk
+Great Black Hawk
+Roadside Hawk
+Harris's Hawk
+White-tailed Hawk
+Gray Hawk
+Red-shouldered Hawk
+Broad-winged Hawk
+Hawaiian Hawk
+Short-tailed Hawk
+Swainson's Hawk
+Zone-tailed Hawk
+Red-tailed Hawk
+Rough-legged Hawk
+Ferruginous Hawk
+Long-legged Buzzard
+Barn Owl
+Oriental Scops-Owl
+Flammulated Owl
+Puerto Rican Owl
+Whiskered Screech-Owl
+Western Screech-Owl
+Eastern Screech-Owl
+Great Horned Owl
+Snowy Owl
+Northern Hawk Owl
+Northern Pygmy-Owl
+Ferruginous Pygmy-Owl
+Elf Owl
+Burrowing Owl
+Mottled Owl
+Spotted Owl
+Barred Owl
+Great Gray Owl
+Long-eared Owl
+Stygian Owl
+Short-eared Owl
+Boreal Owl
+Northern Saw-whet Owl
+Northern Boobook
+Elegant Trogon
+Eared Quetzal
+Eurasian Hoopoe
+Common Kingfisher
+Pacific Kingfisher
+Guam Kingfisher
+Mariana Kingfisher
+Ringed Kingfisher
+Belted Kingfisher
+Amazon Kingfisher
+Green Kingfisher
+Eurasian Wryneck
+Lewis's Woodpecker
+Puerto Rican Woodpecker
+Red-headed Woodpecker
+Acorn Woodpecker
+Gila Woodpecker
+Golden-fronted Woodpecker
+Red-bellied Woodpecker
+Williamson's Sapsucker
+Yellow-bellied Sapsucker
+Red-naped Sapsucker
+Red-breasted Sapsucker
+American Three-toed Woodpecker
+Black-backed Woodpecker
+Great Spotted Woodpecker
+Downy Woodpecker
+Nuttall's Woodpecker
+Ladder-backed Woodpecker
+Red-cockaded Woodpecker
+Hairy Woodpecker
+White-headed Woodpecker
+Arizona Woodpecker
+Northern Flicker
+Gilded Flicker
+Pileated Woodpecker
+Ivory-billed Woodpecker
+Collared Forest-Falcon
+Crested Caracara
+Eurasian Kestrel
+American Kestrel
+Red-footed Falcon
+Amur Falcon
+Merlin
+Eurasian Hobby
+Aplomado Falcon
+Gyrfalcon
+Peregrine Falcon
+Prairie Falcon
+Masked Tityra
+Gray-collared Becard
+Rose-throated Becard
+Northern Beardless-Tyrannulet
+Greenish Elaenia
+Caribbean Elaenia
+White-crested Elaenia
+Small-billed Elaenia
+Dusky-capped Flycatcher
+Ash-throated Flycatcher
+Nutting's Flycatcher
+Great Crested Flycatcher
+Brown-crested Flycatcher
+La Sagra's Flycatcher
+Puerto Rican Flycatcher
+Great Kiskadee
+Social Flycatcher
+Sulphur-bellied Flycatcher
+Piratic Flycatcher
+Variegated Flycatcher
+Crowned Slaty Flycatcher
+Tropical Kingbird
+Couch's Kingbird
+Cassin's Kingbird
+Thick-billed Kingbird
+Western Kingbird
+Eastern Kingbird
+Gray Kingbird
+Loggerhead Kingbird
+Scissor-tailed Flycatcher
+Fork-tailed Flycatcher
+Tufted Flycatcher
+Olive-sided Flycatcher
+Greater Pewee
+Western Wood-Pewee
+Eastern Wood-Pewee
+Cuban Pewee
+Hispaniolan Pewee
+Lesser Antillean Pewee
+Yellow-bellied Flycatcher
+Acadian Flycatcher
+Alder Flycatcher
+Willow Flycatcher
+Least Flycatcher
+Hammond's Flycatcher
+Gray Flycatcher
+Dusky Flycatcher
+Pine Flycatcher
+Pacific-slope Flycatcher
+Cordilleran Flycatcher
+Buff-breasted Flycatcher
+Black Phoebe
+Eastern Phoebe
+Say's Phoebe
+Vermilion Flycatcher
+Black-capped Vireo
+White-eyed Vireo
+Thick-billed Vireo
+Cuban Vireo
+Puerto Rican Vireo
+Bell's Vireo
+Gray Vireo
+Hutton's Vireo
+Yellow-throated Vireo
+Cassin's Vireo
+Blue-headed Vireo
+Plumbeous Vireo
+Philadelphia Vireo
+Warbling Vireo
+Red-eyed Vireo
+Yellow-green Vireo
+Black-whiskered Vireo
+Yucatan Vireo
+Brown Shrike
+Loggerhead Shrike
+Northern Shrike
+Canada Jay
+Brown Jay
+Green Jay
+Pinyon Jay
+Steller's Jay
+Blue Jay
+Florida Scrub-Jay
+Island Scrub-Jay
+California Scrub-Jay
+Woodhouse's Scrub-Jay
+Mexican Jay
+Clark's Nutcracker
+Black-billed Magpie
+Yellow-billed Magpie
+Eurasian Jackdaw
+Mariana Crow
+American Crow
+White-necked Crow
+Tamaulipas Crow
+Fish Crow
+Hawaiian Crow
+Chihuahuan Raven
+Common Raven
+Verdin
+Carolina Chickadee
+Black-capped Chickadee
+Mountain Chickadee
+Mexican Chickadee
+Chestnut-backed Chickadee
+Boreal Chickadee
+Gray-headed Chickadee
+Bridled Titmouse
+Oak Titmouse
+Juniper Titmouse
+Tufted Titmouse
+Black-crested Titmouse
+Eurasian Skylark
+Horned Lark
+Thick-billed Warbler
+Nightingale Reed Warbler
+Saipan Reed warbler
+Aguiguan Reed Warbler
+Pagan Reed Warbler
+Millerbird
+Sedge Warbler
+Blyth's Reed Warbler
+Pallas's Grasshopper Warbler
+Middendorff's Grasshopper Warbler
+Lanceolated Warbler
+River Warbler
+Bank Swallow
+Tree Swallow
+Bahama Swallow
+Violet-green Swallow
+Mangrove Swallow
+Blue-and-white Swallow
+Northern Rough-winged Swallow
+Brown-chested Martin
+Purple Martin
+Southern Martin
+Gray-breasted Martin
+Cuban Martin
+Caribbean Martin
+Barn Swallow
+Common House-Martin
+Cliff Swallow
+Cave Swallow
+Bushtit
+Willow Warbler
+Common Chiffchaff
+Wood Warbler
+Dusky Warbler
+Pallas's Leaf Warbler
+Yellow-browed Warbler
+Arctic Warbler
+Kamchatka Leaf Warbler
+Lesser Whitethroat
+Wrentit
+Ruby-crowned Kinglet
+Golden-crowned Kinglet
+Bohemian Waxwing
+Cedar Waxwing
+Gray Silky-flycatcher
+Phainopepla
+Red-breasted Nuthatch
+White-breasted Nuthatch
+Pygmy Nuthatch
+Brown-headed Nuthatch
+Brown Creeper
+Blue-Gray Gnatcatcher
+Black-tailed Gnatcatcher
+California Gnatcatcher
+Black-capped Gnatcatcher
+Rock Wren
+Canyon Wren
+Sinaloa Wren
+Cactus Wren
+Bewick's Wren
+Carolina Wren
+House Wren
+Pacific Wren
+Winter Wren
+Sedge Wren
+Marsh Wren
+Blue Mockingbird
+Black Catbird
+Gray Catbird
+Pearly-eyed Thrasher
+Curve-billed Thrasher
+Brown Thrasher
+Long-billed Thrasher
+Bendire's Thrasher
+California Thrasher
+LeConte's Thrasher
+Crissal Thrasher
+Sage Thrasher
+Bahama Mockingbird
+Northern Mockingbird
+Chestnut-cheeked Starling
+White-cheeked Starling
+American Dipper
+Eastern Bluebird
+Western Bluebird
+Mountain Bluebird
+Townsend's Solitaire
+Brown-backed Solitaire
+Kāmaʻo
+Olomaʻo
+‘Ōma’o
+Puaiohi
+Orange-billed Nightingale-Thrush
+Black-headed Nightingale-Thrush
+Veery
+Gray-cheeked Thrush
+Bicknell's Thrush
+Swainson's Thrush
+Hermit Thrush
+Wood Thrush
+Eyebrowed Thrush
+Dusky Thrush
+Naumann’s Thrush
+Fieldfare
+Redwing
+Clay-colored Thrush
+White-throated Thrush
+Rufous-backed Robin
+American Robin
+Red-legged Thrush
+Varied Thrush
+Aztec Thrush
+Gray-streaked Flycatcher
+Asian Brown Flycatcher
+Spotted Flycatcher
+Dark-sided Flycatcher
+European Robin
+Siberian Blue Robin
+Rufous-tailed Robin
+Bluethroat
+Siberian Rubythroat
+Red-flanked Bluetail
+Narcissus Flycatcher
+Mugimaki Flycatcher
+Taiga Flycatcher
+Common Redstart
+Asian Stonechat
+Northern Wheatear
+Pied Wheatear
+Blue Rock-Thrush
+Olive Warbler
+Siberian Accentor
+Eastern Yellow Wagtail
+Citrine Wagtail
+Gray Wagtail
+White Wagtail
+Tree Pipit
+Olive-backed Pipit
+Pechora Pipit
+Red-throated Pipit
+American Pipit
+Sprague's Pipit
+Common Chaffinch
+Brambling
+Antillean Euphonia
+Evening Grosbeak
+Hawfinch
+Common Rosefinch
+Pallas’s Rosefinch
+Poʻouli
+ʻAkikiki
+Oʻahu ʻAlauahio
+Kākāwahie
+Maui 'Alauahio
+Palila
+Laysan Finch
+Nihoa Finch
+ʻAkohekohe
+Laysan Honeycreeper
+ʻApapane
+ʻIʻiwi
+ʻŌʻū
+Maui Parrotbill
+Kauai Nukupuʻu
+Oʻahu Nukupuʻu
+Maui Nukupuʻu
+ʻAkiapolaʻau
+Kauai ʻAkialoa
+Oʻahu ʻAkialoa
+Maui Nui 'Akialoa
+ʻAnianiau
+Hawaii ʻAmakihi
+Oʻahu ʻAmakihi
+Kauaʻi ʻAmakihi
+Hawaii Creeper
+‘Akeke‘e
+Oʻahu ʻAkepa
+Maui ʻAkepa
+Hawaii ʻAkepa
+Pine Grosbeak
+Eurasian Bullfinch
+Asian Rosy-Finch
+Gray-crowned Rosy-Finch
+Black Rosy-Finch
+Brown-capped Rosy-Finch
+House Finch
+Purple Finch
+Cassin's Finch
+Oriental Greenfinch
+Common Redpoll
+Hoary Redpoll
+Red Crossbill
+Cassia Crossbill
+White-winged Crossbill
+Eurasian Siskin
+Pine Siskin
+Lesser Goldfinch
+Lawrence's Goldfinch
+American Goldfinch
+Lapland Longspur
+Chestnut-collared Longspur
+Smith's Longspur
+Thick-billed Longspur
+Snow Bunting
+McKay's Bunting
+Pine Bunting
+Yellow-browed Bunting
+Little Bunting
+Rustic Bunting
+Yellow-throated Bunting
+Yellow-breasted Bunting
+Gray Bunting
+Pallas's Bunting
+Reed Bunting
+Rufous-winged Sparrow
+Botteri's Sparrow
+Cassin's Sparrow
+Bachman's Sparrow
+Grasshopper Sparrow
+Olive Sparrow
+Five-striped Sparrow
+Black-throated Sparrow
+Lark Sparrow
+Lark Bunting
+Chipping Sparrow
+Clay-colored Sparrow
+Black-chinned Sparrow
+Field Sparrow
+Brewer's Sparrow
+Worthen's Sparrow
+Fox Sparrow
+American Tree Sparrow
+Dark-eyed Junco
+Yellow-eyed Junco
+White-crowned Sparrow
+Golden-crowned Sparrow
+Harris's Sparrow
+White-throated Sparrow
+Sagebrush Sparrow
+Bell's Sparrow
+Vesper Sparrow
+LeConte's Sparrow
+Seaside Sparrow
+Nelson's Sparrow
+Saltmarsh Sparrow
+Baird's Sparrow
+Henslow's Sparrow
+Savannah Sparrow
+Song Sparrow
+Lincoln's Sparrow
+Swamp Sparrow
+Canyon Towhee
+Abert's Towhee
+California Towhee
+Rufous-crowned Sparrow
+Green-tailed Towhee
+Spotted Towhee
+Eastern Towhee
+Puerto Rican Tanager
+Western Spindalis
+Puerto Rican Spindalis
+Yellow-breasted Chat
+Yellow-headed Blackbird
+Bobolink
+Chihuahuan Meadowlark
+Eastern Meadowlark
+Western Meadowlark
+Puerto Rican Oriole
+Black-vented Oriole
+Orchard Oriole
+Hooded Oriole
+Streak-backed Oriole
+Bullock's Oriole
+Altamira Oriole
+Audubon's Oriole
+Baltimore Oriole
+Black-backed Oriole
+Scott's Oriole
+Red-winged Blackbird
+Tricolored Blackbird
+Tawny-shouldered Blackbird
+Yellow-shouldered Blackbird
+Shiny Cowbird
+Bronzed Cowbird
+Brown-headed Cowbird
+Rusty Blackbird
+Brewer's Blackbird
+Common Grackle
+Boat-tailed Grackle
+Great-tailed Grackle
+Greater Antillean Grackle
+Ovenbird
+Worm-eating Warbler
+Louisiana Waterthrush
+Northern Waterthrush
+Bachman's Warbler
+Golden-winged Warbler
+Blue-winged Warbler
+Black-and-white Warbler
+Prothonotary Warbler
+Swainson's Warbler
+Crescent-chested Warbler
+Tennessee Warbler
+Orange-crowned Warbler
+Colima Warbler
+Lucy's Warbler
+Nashville Warbler
+Virginia's Warbler
+Connecticut Warbler
+Gray-crowned Yellowthroat
+MacGillivray's Warbler
+Mourning Warbler
+Kentucky Warbler
+Common Yellowthroat
+Elfin-woods Warbler
+Hooded Warbler
+American Redstart
+Kirtland's Warbler
+Cape May Warbler
+Cerulean Warbler
+Northern Parula
+Tropical Parula
+Magnolia Warbler
+Bay-breasted Warbler
+Blackburnian Warbler
+Yellow Warbler
+Chestnut-sided Warbler
+Blackpoll Warbler
+Black-throated Blue Warbler
+Palm Warbler
+Pine Warbler
+Yellow-rumped Warbler
+Yellow-throated Warbler
+Prairie Warbler
+Adelaide's Warbler
+Grace's Warbler
+Black-throated Gray Warbler
+Townsend's Warbler
+Hermit Warbler
+Golden-cheeked Warbler
+Black-throated Green Warbler
+Fan-tailed Warbler
+Rufous-capped Warbler
+Golden-crowned Warbler
+Canada Warbler
+Wilson's Warbler
+Red-faced Warbler
+Painted Redstart
+Slate-throated Redstart
+Hepatic Tanager
+Summer Tanager
+Scarlet Tanager
+Western Tanager
+Flame-colored Tanager
+Crimson-collared Grosbeak
+Northern Cardinal
+Pyrrhuloxia
+Yellow Grosbeak
+Rose-breasted Grosbeak
+Black-headed Grosbeak
+Blue Bunting
+Blue Grosbeak
+Lazuli Bunting
+Indigo Bunting
+Varied Bunting
+Painted Bunting
+Dickcissel
+Red-legged Honeycreeper
+Bananaquit
+Yellow-faced Grassquit
+Puerto Rican Bullfinch
+Black-faced Grassquit
+Morelet’s Seedeater

requirements.txt

@@ -3,7 +3,7 @@ pandas
 numpy
 Pillow
 requests
-imageai
+imageai==2.1.6
 tensorflow>=2.4.0
 pytest
 mock