Nikkitha Venkatesan
commited on
Commit
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e5fe6eb
1
Parent(s):
6f30ac6
renamed the file
Browse files
app.py
CHANGED
@@ -1,7 +1,21 @@
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import gradio as gr
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def
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return "Hello " + name + "!!"
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#using gradio for deployment:
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from fastai.vision.all import *
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import gradio as gr
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def is_bear(x): return x[0].isupper()
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learn = load_learner("model.pkl")
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categories = ("grizzly bears", "black bears", "teddy bears")
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#Since gradio doesnt recognize tensors, we are uasing map function:
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def classify_image(img):
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float, probs)))
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples =["black_teddy.jpg", "grizzly_bear.jpg", "black_bear.jpg"]
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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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app_1.py
DELETED
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#using gradio for deployment:
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from fastai.vision.all import *
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import gradio as gr
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def is_bear(x): return x[0].isupper()
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learn = load_learner("model.pkl")
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categories = ("grizzly bears", "black bears", "teddy bears")
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#Since gradio doesnt recognize tensors, we are uasing map function:
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def classify_image(img):
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float, probs)))
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples =["black_teddy.jpg", "grizzly_bear.jpg", "black_bear.jpg"]
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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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app_2.py
ADDED
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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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