Spaces:
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initial commit
Browse files- .gitattributes +1 -0
- ShuffleNetV2.pt +3 -0
- app.py +68 -0
- class-names.txt +525 -0
- requirements.txt +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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ShuffleNetV2.pt filter=lfs diff=lfs merge=lfs -text
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ShuffleNetV2.pt
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:da308ad05bcab5c1efdbcdf61175b59e462975269ba1935b378401b93e21068f
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size 12274561
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app.py
ADDED
@@ -0,0 +1,68 @@
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import torch
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import torchvision
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import gradio as gr
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import pathlib
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import random
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from torch import nn
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from typing import Tuple, Dict
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from PIL import Image
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from timeit import default_timer as timer
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from typing import Tuple, Dict
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device = 'cuda' if torch.cuda.is_available() else 'cpu'
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with open('class-names.txt', 'r') as f:
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class_names = f.read().split('\n')[:-1]
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def load_model() -> Tuple[torch.nn.Module, torchvision.transforms.Compose]:
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weights = torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1
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shufflenet_transforms = weights.transforms()
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shufflenet = torchvision.models.shufflenet_v2_x1_5(weights=weights)
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shufflenet.fc = nn.Linear(in_features=1024, out_features=len(class_names), bias=True)
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state_dict = torch.load('ShuffleNetV2.pt', map_location=device)
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shufflenet.load_state_dict(state_dict)
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return shufflenet, shufflenet_transforms
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model, transforms = load_model()
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def predict(img) -> Tuple[Dict, float]:
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start = timer()
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model.to(device)
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model.eval()
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with torch.inference_mode():
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transformed_img = transforms(img).to(device)
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logits = model(transformed_img.unsqueeze(dim=0))
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pred_prob = torch.softmax(logits, dim=1)
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pred_dict = {class_names[i]:pred_prob.squeeze(0)[i].item() for i in range(len(class_names))}
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pred_time = round(timer() - start, 5)
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return pred_dict, pred_time
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example_paths = list(pathlib.Path('examples').glob("*/*.jpg"))
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example_list = [[str(filepath)] for filepath in random.sample(example_paths, k=6)]
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title = 'Birds Species Classifier 🐦'
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description = 'A [ShuffleNetV2](https://pytorch.org/vision/main/models/shufflenetv2.html) feature extractor computer vision model to classify images of [525 species birds](https://www.kaggle.com/datasets/gpiosenka/100-bird-species/).'
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demo = gr.Interface(
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fn=predict,
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inputs=gr.Image(type='pil'),
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outputs=[gr.Label(num_top_classes=3, label='Predictions'),
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gr.Number(label="Prediction time (s)")],
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description=description,
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title=title,
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allow_flagging='never',
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examples=example_list
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)
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demo.launch(debug=False)
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class-names.txt
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Abbotts Babbler
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Abbotts Booby
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Abyssinian Ground Hornbill
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African Crowned Crane
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African Emerald Cuckoo
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African Firefinch
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African Oyster Catcher
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African Pied Hornbill
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African Pygmy Goose
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Albatross
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Alberts Towhee
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Alexandrine Parakeet
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Alpine Chough
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Altamira Yellowthroat
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American Avocet
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American Bittern
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American Coot
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American Dipper
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American Flamingo
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American Goldfinch
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American Kestrel
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American Pipit
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American Redstart
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American Robin
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American Wigeon
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Amethyst Woodstar
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Andean Goose
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Andean Lapwing
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Andean Siskin
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Anhinga
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Anianiau
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Annas Hummingbird
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Antbird
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Antillean Euphonia
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Apapane
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Apostlebird
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Araripe Manakin
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Ashy Storm Petrel
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Ashy Thrushbird
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Asian Crested Ibis
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Asian Dollard Bird
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Asian Green Bee Eater
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Asian Openbill Stork
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Auckland Shaq
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Austral Canastero
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Australasian Figbird
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Avadavat
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Azaras Spinetail
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Azure Breasted Pitta
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Azure Jay
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Azure Tanager
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Azure Tit
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Baikal Teal
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Bald Eagle
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Bald Ibis
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Bali Starling
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Baltimore Oriole
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Bananaquit
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Band Tailed Guan
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Banded Broadbill
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Banded Pita
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Banded Stilt
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Bar-Tailed Godwit
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Barn Owl
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Barn Swallow
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Barred Puffbird
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Barrows Goldeneye
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Bay-Breasted Warbler
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Bearded Barbet
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Bearded Bellbird
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Bearded Reedling
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Belted Kingfisher
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Bird Of Paradise
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Black And Yellow Broadbill
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Black Baza
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Black Breasted Puffbird
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Black Cockato
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Black Faced Spoonbill
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Black Francolin
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Black Headed Caique
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Black Necked Stilt
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Black Skimmer
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Black Swan
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Black Tail Crake
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Black Throated Bushtit
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Black Throated Huet
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Black Throated Warbler
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Black Vented Shearwater
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Black Vulture
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Black-Capped Chickadee
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Black-Necked Grebe
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Black-Throated Sparrow
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Blackburniam Warbler
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Blonde Crested Woodpecker
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Blood Pheasant
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Blue Coau
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Blue Dacnis
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Blue Gray Gnatcatcher
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Blue Grosbeak
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Blue Grouse
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Blue Heron
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Blue Malkoha
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Blue Throated Piping Guan
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Blue Throated Toucanet
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105 |
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Bobolink
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Bornean Bristlehead
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107 |
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Bornean Leafbird
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108 |
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Bornean Pheasant
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109 |
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Brandt Cormarant
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110 |
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Brewers Blackbird
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Brown Crepper
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112 |
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Brown Headed Cowbird
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Brown Noody
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Brown Thrasher
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Bufflehead
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Bulwers Pheasant
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Burchells Courser
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Bush Turkey
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Caatinga Cacholote
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120 |
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Cabots Tragopan
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Cactus Wren
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California Condor
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123 |
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California Gull
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124 |
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California Quail
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125 |
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Campo Flicker
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126 |
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Canary
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127 |
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Canvasback
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128 |
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Cape Glossy Starling
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129 |
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Cape Longclaw
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130 |
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Cape May Warbler
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131 |
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Cape Rock Thrush
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132 |
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Capped Heron
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133 |
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Capuchinbird
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134 |
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Carmine Bee-Eater
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135 |
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Caspian Tern
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136 |
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Cassowary
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137 |
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Cedar Waxwing
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138 |
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Cerulean Warbler
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139 |
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Chara De Collar
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140 |
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Chattering Lory
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141 |
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Chestnet Bellied Euphonia
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142 |
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Chestnut Winged Cuckoo
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143 |
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Chinese Bamboo Partridge
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144 |
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Chinese Pond Heron
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145 |
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Chipping Sparrow
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146 |
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Chucao Tapaculo
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147 |
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Chukar Partridge
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148 |
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Cinnamon Attila
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149 |
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Cinnamon Flycatcher
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150 |
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Cinnamon Teal
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151 |
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Clarks Grebe
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152 |
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Clarks Nutcracker
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153 |
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Cock Of The Rock
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154 |
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Cockatoo
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155 |
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Collared Aracari
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156 |
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Collared Crescentchest
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157 |
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Common Firecrest
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158 |
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Common Grackle
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159 |
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Common House Martin
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160 |
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Common Iora
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161 |
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Common Loon
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162 |
+
Common Poorwill
|
163 |
+
Common Starling
|
164 |
+
Coppersmith Barbet
|
165 |
+
Coppery Tailed Coucal
|
166 |
+
Crab Plover
|
167 |
+
Crane Hawk
|
168 |
+
Cream Colored Woodpecker
|
169 |
+
Crested Auklet
|
170 |
+
Crested Caracara
|
171 |
+
Crested Coua
|
172 |
+
Crested Fireback
|
173 |
+
Crested Kingfisher
|
174 |
+
Crested Nuthatch
|
175 |
+
Crested Oropendola
|
176 |
+
Crested Serpent Eagle
|
177 |
+
Crested Shriketit
|
178 |
+
Crested Wood Partridge
|
179 |
+
Crimson Chat
|
180 |
+
Crimson Sunbird
|
181 |
+
Crow
|
182 |
+
Cuban Tody
|
183 |
+
Cuban Trogon
|
184 |
+
Curl Crested Aracuri
|
185 |
+
D-Arnauds Barbet
|
186 |
+
Dalmatian Pelican
|
187 |
+
Darjeeling Woodpecker
|
188 |
+
Dark Eyed Junco
|
189 |
+
Daurian Redstart
|
190 |
+
Demoiselle Crane
|
191 |
+
Double Barred Finch
|
192 |
+
Double Brested Cormarant
|
193 |
+
Double Eyed Fig Parrot
|
194 |
+
Downy Woodpecker
|
195 |
+
Dunlin
|
196 |
+
Dusky Lory
|
197 |
+
Dusky Robin
|
198 |
+
Eared Pita
|
199 |
+
Eastern Bluebird
|
200 |
+
Eastern Bluebonnet
|
201 |
+
Eastern Golden Weaver
|
202 |
+
Eastern Meadowlark
|
203 |
+
Eastern Rosella
|
204 |
+
Eastern Towee
|
205 |
+
Eastern Wip Poor Will
|
206 |
+
Eastern Yellow Robin
|
207 |
+
Ecuadorian Hillstar
|
208 |
+
Egyptian Goose
|
209 |
+
Elegant Trogon
|
210 |
+
Elliots Pheasant
|
211 |
+
Emerald Tanager
|
212 |
+
Emperor Penguin
|
213 |
+
Emu
|
214 |
+
Enggano Myna
|
215 |
+
Eurasian Bullfinch
|
216 |
+
Eurasian Golden Oriole
|
217 |
+
Eurasian Magpie
|
218 |
+
European Goldfinch
|
219 |
+
European Turtle Dove
|
220 |
+
Evening Grosbeak
|
221 |
+
Fairy Bluebird
|
222 |
+
Fairy Penguin
|
223 |
+
Fairy Tern
|
224 |
+
Fan Tailed Widow
|
225 |
+
Fasciated Wren
|
226 |
+
Fiery Minivet
|
227 |
+
Fiordland Penguin
|
228 |
+
Fire Tailled Myzornis
|
229 |
+
Flame Bowerbird
|
230 |
+
Flame Tanager
|
231 |
+
Forest Wagtail
|
232 |
+
Frigate
|
233 |
+
Frill Back Pigeon
|
234 |
+
Gambels Quail
|
235 |
+
Gang Gang Cockatoo
|
236 |
+
Gila Woodpecker
|
237 |
+
Gilded Flicker
|
238 |
+
Glossy Ibis
|
239 |
+
Go Away Bird
|
240 |
+
Gold Wing Warbler
|
241 |
+
Golden Bower Bird
|
242 |
+
Golden Cheeked Warbler
|
243 |
+
Golden Chlorophonia
|
244 |
+
Golden Eagle
|
245 |
+
Golden Parakeet
|
246 |
+
Golden Pheasant
|
247 |
+
Golden Pipit
|
248 |
+
Gouldian Finch
|
249 |
+
Grandala
|
250 |
+
Gray Catbird
|
251 |
+
Gray Kingbird
|
252 |
+
Gray Partridge
|
253 |
+
Great Argus
|
254 |
+
Great Gray Owl
|
255 |
+
Great Jacamar
|
256 |
+
Great Kiskadee
|
257 |
+
Great Potoo
|
258 |
+
Great Tinamou
|
259 |
+
Great Xenops
|
260 |
+
Greater Pewee
|
261 |
+
Greater Prairie Chicken
|
262 |
+
Greator Sage Grouse
|
263 |
+
Green Broadbill
|
264 |
+
Green Jay
|
265 |
+
Green Magpie
|
266 |
+
Green Winged Dove
|
267 |
+
Grey Cuckooshrike
|
268 |
+
Grey Headed Chachalaca
|
269 |
+
Grey Headed Fish Eagle
|
270 |
+
Grey Plover
|
271 |
+
Groved Billed Ani
|
272 |
+
Guinea Turaco
|
273 |
+
Guineafowl
|
274 |
+
Gurneys Pitta
|
275 |
+
Gyrfalcon
|
276 |
+
Hamerkop
|
277 |
+
Harlequin Duck
|
278 |
+
Harlequin Quail
|
279 |
+
Harpy Eagle
|
280 |
+
Hawaiian Goose
|
281 |
+
Hawfinch
|
282 |
+
Helmet Vanga
|
283 |
+
Hepatic Tanager
|
284 |
+
Himalayan Bluetail
|
285 |
+
Himalayan Monal
|
286 |
+
Hoatzin
|
287 |
+
Hooded Merganser
|
288 |
+
Hoopoes
|
289 |
+
Horned Guan
|
290 |
+
Horned Lark
|
291 |
+
Horned Sungem
|
292 |
+
House Finch
|
293 |
+
House Sparrow
|
294 |
+
Hyacinth Macaw
|
295 |
+
Iberian Magpie
|
296 |
+
Ibisbill
|
297 |
+
Imperial Shaq
|
298 |
+
Inca Tern
|
299 |
+
Indian Bustard
|
300 |
+
Indian Pitta
|
301 |
+
Indian Roller
|
302 |
+
Indian Vulture
|
303 |
+
Indigo Bunting
|
304 |
+
Indigo Flycatcher
|
305 |
+
Inland Dotterel
|
306 |
+
Ivory Billed Aracari
|
307 |
+
Ivory Gull
|
308 |
+
Iwi
|
309 |
+
Jabiru
|
310 |
+
Jack Snipe
|
311 |
+
Jacobin Pigeon
|
312 |
+
Jandaya Parakeet
|
313 |
+
Japanese Robin
|
314 |
+
Java Sparrow
|
315 |
+
Jocotoco Antpitta
|
316 |
+
Kagu
|
317 |
+
Kakapo
|
318 |
+
Killdear
|
319 |
+
King Eider
|
320 |
+
King Vulture
|
321 |
+
Kiwi
|
322 |
+
Knob Billed Duck
|
323 |
+
Kookaburra
|
324 |
+
Lark Bunting
|
325 |
+
Laughing Gull
|
326 |
+
Lazuli Bunting
|
327 |
+
Lesser Adjutant
|
328 |
+
Lilac Roller
|
329 |
+
Limpkin
|
330 |
+
Little Auk
|
331 |
+
Loggerhead Shrike
|
332 |
+
Long-Eared Owl
|
333 |
+
Looney Birds
|
334 |
+
Lucifer Hummingbird
|
335 |
+
Magpie Goose
|
336 |
+
Malabar Hornbill
|
337 |
+
Malachite Kingfisher
|
338 |
+
Malagasy White Eye
|
339 |
+
Maleo
|
340 |
+
Mallard Duck
|
341 |
+
Mandrin Duck
|
342 |
+
Mangrove Cuckoo
|
343 |
+
Marabou Stork
|
344 |
+
Masked Bobwhite
|
345 |
+
Masked Booby
|
346 |
+
Masked Lapwing
|
347 |
+
Mckays Bunting
|
348 |
+
Merlin
|
349 |
+
Mikado Pheasant
|
350 |
+
Military Macaw
|
351 |
+
Mourning Dove
|
352 |
+
Myna
|
353 |
+
Nicobar Pigeon
|
354 |
+
Noisy Friarbird
|
355 |
+
Northern Beardless Tyrannulet
|
356 |
+
Northern Cardinal
|
357 |
+
Northern Flicker
|
358 |
+
Northern Fulmar
|
359 |
+
Northern Gannet
|
360 |
+
Northern Goshawk
|
361 |
+
Northern Jacana
|
362 |
+
Northern Mockingbird
|
363 |
+
Northern Parula
|
364 |
+
Northern Red Bishop
|
365 |
+
Northern Shoveler
|
366 |
+
Ocellated Turkey
|
367 |
+
Oilbird
|
368 |
+
Okinawa Rail
|
369 |
+
Orange Breasted Trogon
|
370 |
+
Orange Brested Bunting
|
371 |
+
Oriental Bay Owl
|
372 |
+
Ornate Hawk Eagle
|
373 |
+
Osprey
|
374 |
+
Ostrich
|
375 |
+
Ovenbird
|
376 |
+
Oyster Catcher
|
377 |
+
Painted Bunting
|
378 |
+
Palila
|
379 |
+
Palm Nut Vulture
|
380 |
+
Paradise Tanager
|
381 |
+
Parakett Auklet
|
382 |
+
Parus Major
|
383 |
+
Patagonian Sierra Finch
|
384 |
+
Peacock
|
385 |
+
Peregrine Falcon
|
386 |
+
Phainopepla
|
387 |
+
Philippine Eagle
|
388 |
+
Pink Robin
|
389 |
+
Plush Crested Jay
|
390 |
+
Pomarine Jaeger
|
391 |
+
Puffin
|
392 |
+
Puna Teal
|
393 |
+
Purple Finch
|
394 |
+
Purple Gallinule
|
395 |
+
Purple Martin
|
396 |
+
Purple Swamphen
|
397 |
+
Pygmy Kingfisher
|
398 |
+
Pyrrhuloxia
|
399 |
+
Quetzal
|
400 |
+
Rainbow Lorikeet
|
401 |
+
Razorbill
|
402 |
+
Red Bearded Bee Eater
|
403 |
+
Red Bellied Pitta
|
404 |
+
Red Billed Tropicbird
|
405 |
+
Red Browed Finch
|
406 |
+
Red Crossbill
|
407 |
+
Red Faced Cormorant
|
408 |
+
Red Faced Warbler
|
409 |
+
Red Fody
|
410 |
+
Red Headed Duck
|
411 |
+
Red Headed Woodpecker
|
412 |
+
Red Knot
|
413 |
+
Red Legged Honeycreeper
|
414 |
+
Red Naped Trogon
|
415 |
+
Red Shouldered Hawk
|
416 |
+
Red Tailed Hawk
|
417 |
+
Red Tailed Thrush
|
418 |
+
Red Winged Blackbird
|
419 |
+
Red Wiskered Bulbul
|
420 |
+
Regent Bowerbird
|
421 |
+
Ring-Necked Pheasant
|
422 |
+
Roadrunner
|
423 |
+
Rock Dove
|
424 |
+
Rose Breasted Cockatoo
|
425 |
+
Rose Breasted Grosbeak
|
426 |
+
Roseate Spoonbill
|
427 |
+
Rosy Faced Lovebird
|
428 |
+
Rough Leg Buzzard
|
429 |
+
Royal Flycatcher
|
430 |
+
Ruby Crowned Kinglet
|
431 |
+
Ruby Throated Hummingbird
|
432 |
+
Ruddy Shelduck
|
433 |
+
Rudy Kingfisher
|
434 |
+
Rufous Kingfisher
|
435 |
+
Rufous Trepe
|
436 |
+
Rufuos Motmot
|
437 |
+
Samatran Thrush
|
438 |
+
Sand Martin
|
439 |
+
Sandhill Crane
|
440 |
+
Satyr Tragopan
|
441 |
+
Says Phoebe
|
442 |
+
Scarlet Crowned Fruit Dove
|
443 |
+
Scarlet Faced Liocichla
|
444 |
+
Scarlet Ibis
|
445 |
+
Scarlet Macaw
|
446 |
+
Scarlet Tanager
|
447 |
+
Shoebill
|
448 |
+
Short Billed Dowitcher
|
449 |
+
Smiths Longspur
|
450 |
+
Snow Goose
|
451 |
+
Snow Partridge
|
452 |
+
Snowy Egret
|
453 |
+
Snowy Owl
|
454 |
+
Snowy Plover
|
455 |
+
Snowy Sheathbill
|
456 |
+
Sora
|
457 |
+
Spangled Cotinga
|
458 |
+
Splendid Wren
|
459 |
+
Spoon Biled Sandpiper
|
460 |
+
Spotted Catbird
|
461 |
+
Spotted Whistling Duck
|
462 |
+
Squacco Heron
|
463 |
+
Sri Lanka Blue Magpie
|
464 |
+
Steamer Duck
|
465 |
+
Stork Billed Kingfisher
|
466 |
+
Striated Caracara
|
467 |
+
Striped Owl
|
468 |
+
Stripped Manakin
|
469 |
+
Stripped Swallow
|
470 |
+
Sunbittern
|
471 |
+
Superb Starling
|
472 |
+
Surf Scoter
|
473 |
+
Swinhoes Pheasant
|
474 |
+
Tailorbird
|
475 |
+
Taiwan Magpie
|
476 |
+
Takahe
|
477 |
+
Tasmanian Hen
|
478 |
+
Tawny Frogmouth
|
479 |
+
Teal Duck
|
480 |
+
Tit Mouse
|
481 |
+
Touchan
|
482 |
+
Townsends Warbler
|
483 |
+
Tree Swallow
|
484 |
+
Tricolored Blackbird
|
485 |
+
Tropical Kingbird
|
486 |
+
Trumpter Swan
|
487 |
+
Turkey Vulture
|
488 |
+
Turquoise Motmot
|
489 |
+
Umbrella Bird
|
490 |
+
Varied Thrush
|
491 |
+
Veery
|
492 |
+
Venezuelian Troupial
|
493 |
+
Verdin
|
494 |
+
Vermilion Flycather
|
495 |
+
Victoria Crowned Pigeon
|
496 |
+
Violet Backed Starling
|
497 |
+
Violet Cuckoo
|
498 |
+
Violet Green Swallow
|
499 |
+
Violet Turaco
|
500 |
+
Visayan Hornbill
|
501 |
+
Vulturine Guineafowl
|
502 |
+
Wall Creaper
|
503 |
+
Wattled Curassow
|
504 |
+
Wattled Lapwing
|
505 |
+
Whimbrel
|
506 |
+
White Breasted Waterhen
|
507 |
+
White Browed Crake
|
508 |
+
White Cheeked Turaco
|
509 |
+
White Crested Hornbill
|
510 |
+
White Eared Hummingbird
|
511 |
+
White Necked Raven
|
512 |
+
White Tailed Tropic
|
513 |
+
White Throated Bee Eater
|
514 |
+
Wild Turkey
|
515 |
+
Willow Ptarmigan
|
516 |
+
Wilsons Bird Of Paradise
|
517 |
+
Wood Duck
|
518 |
+
Wood Thrush
|
519 |
+
Woodland Kingfisher
|
520 |
+
Wrentit
|
521 |
+
Yellow Bellied Flowerpecker
|
522 |
+
Yellow Breasted Chat
|
523 |
+
Yellow Cacique
|
524 |
+
Yellow Headed Blackbird
|
525 |
+
Zebra Dove
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
torch=2.0.1
|
2 |
+
torchvision=0.15.2
|
3 |
+
gradio=3.39.0
|