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Runtime error
Runtime error
add script to predict bears
Browse files- app.py +14 -3
- black-bear.jpg +0 -0
- export.pkl +3 -0
- grizzly-bear.jpg +0 -0
- requirements.txt +86 -0
- teddy-bear.jpg +0 -0
app.py
CHANGED
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import gradio as gr
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return "Hello " + name + "!!"
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iface.launch()
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import gradio as gr
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from fastai.vision.all import load_learner
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learn_inf = load_learner('export.pkl')
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categories = ['black', 'grizzly', 'teddy']
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['grizzly-bear.jpg', 'teddy-bear.jpg', 'black-bear.jpg']
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def classify_img(img):
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pred, idx, probs = learn_inf.predict(img)
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return dict(zip(categories, map(float, probs)))
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iface = gr.Interface(fn=classify_img, inputs=image, outputs=label, examples=examples)
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iface.launch()
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black-bear.jpg
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export.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:1496fa386729722a41a56364cf759322620eb3fccf98f75d322e28148feb85d9
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size 46965263
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grizzly-bear.jpg
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requirements.txt
CHANGED
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aiohttp==3.8.3
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aiosignal==1.3.1
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anyio==3.6.2
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async-timeout==4.0.2
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attrs==22.1.0
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bcrypt==4.0.1
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blis==0.7.9
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catalogue==2.0.8
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certifi==2022.12.7
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cffi==1.15.1
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charset-normalizer==2.1.1
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click==8.1.3
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confection==0.0.3
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contourpy==1.0.6
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cryptography==38.0.4
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cycler==0.11.0
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cymem==2.0.7
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fastai==2.7.10
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fastapi==0.88.0
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fastcore==1.5.27
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fastdownload==0.0.7
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fastprogress==1.0.3
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ffmpy==0.3.0
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fonttools==4.38.0
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frozenlist==1.3.3
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fsspec==2022.11.0
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gradio==3.13.0
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h11==0.12.0
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httpcore==0.15.0
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httpx==0.23.1
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idna==3.4
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Jinja2==3.1.2
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joblib==1.2.0
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kiwisolver==1.4.4
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langcodes==3.3.0
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linkify-it-py==1.0.3
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markdown-it-py==2.1.0
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MarkupSafe==2.1.1
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matplotlib==3.6.2
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mdit-py-plugins==0.3.3
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mdurl==0.1.2
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multidict==6.0.3
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murmurhash==1.0.9
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numpy==1.23.5
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orjson==3.8.3
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packaging==22.0
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pandas==1.5.2
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paramiko==2.12.0
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pathy==0.10.1
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Pillow==9.3.0
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preshed==3.0.8
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pycparser==2.21
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pycryptodome==3.16.0
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pydantic==1.10.2
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pydub==0.25.1
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PyNaCl==1.5.0
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pyparsing==3.0.9
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python-dateutil==2.8.2
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python-multipart==0.0.5
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pytz==2022.6
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PyYAML==6.0
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requests==2.28.1
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rfc3986==1.5.0
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scikit-learn==1.2.0
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scipy==1.9.3
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six==1.16.0
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smart-open==6.3.0
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sniffio==1.3.0
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spacy==3.4.4
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spacy-legacy==3.0.10
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spacy-loggers==1.0.4
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srsly==2.4.5
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starlette==0.22.0
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thinc==8.1.5
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threadpoolctl==3.1.0
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torch==1.13.0
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torchvision==0.14.0
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tqdm==4.64.1
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typer==0.7.0
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typing_extensions==4.4.0
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uc-micro-py==1.0.1
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urllib3==1.26.13
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uvicorn==0.20.0
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wasabi==0.10.1
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websockets==10.4
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yarl==1.8.2
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teddy-bear.jpg
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