Abyszero commited on
Commit
7c65005
1 Parent(s): bd27357

Initial model

Browse files
Files changed (2) hide show
  1. app.py +13 -4
  2. model.pkl +3 -0
app.py CHANGED
@@ -1,7 +1,16 @@
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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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  import gradio as gr
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+ from fastai.vision.all import *
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+ categories = ('ninja', 'not ninja')
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+ learn = load_learner('model.pkl')
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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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+
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+ image = gr.inputs.Image(shape=(192, 192))
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+ label = gr.outputs.Label()
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+ examples = []
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+
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+ iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ iface.launch(inline=False)
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f4972bbbb0e72bac0674b1bec3cb09b2f351447b5582386d138431a27e65f6ac
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+ size 46952943