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Harshinder Chadha
commited on
Commit
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31d3e9d
1
Parent(s):
a65401b
Added load_learner and title and description for app
Browse files
app.py
CHANGED
@@ -7,6 +7,9 @@ __all__ = ['categories', 'image', 'label', 'examples', 'intf', 'classify_image']
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from fastai.vision.all import *
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import gradio as gr
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# %% ../prod.ipynb 5
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categories = ('1990s', '2010s')
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def classify_image(img):
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@@ -16,7 +19,9 @@ def classify_image(img):
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# %% ../prod.ipynb 6
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image = gr.Image(shape=(192,192))
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label = gr.Label()
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examples = ['sample.png', 'sample2.png', 'sample3.png']
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intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
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intf.launch(inline=False)
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from fastai.vision.all import *
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import gradio as gr
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learner = load_learner('model.pkl')
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# %% ../prod.ipynb 5
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categories = ('1990s', '2010s')
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def classify_image(img):
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# %% ../prod.ipynb 6
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image = gr.Image(shape=(192,192))
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label = gr.Label()
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title = "1990s or 2010s classifier"
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description = "A nba eras classifier trained on images from Bing Image search with fastai."
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examples = ['sample.png', 'sample2.png', 'sample3.png']
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intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples, title=title, description=description)
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intf.launch(inline=False)
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