DaniloTertu commited on
Commit
62a9de4
·
1 Parent(s): 44e15fc

Funcionando!

Browse files
Files changed (4) hide show
  1. app.py +19 -4
  2. bird.jpg +0 -0
  3. forest.jpg +0 -0
  4. model.pkl +3 -0
app.py CHANGED
@@ -1,7 +1,22 @@
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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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+ __all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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+
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+ def is_cat(x): return x[0].isupper()
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+
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+ learn = load_learn('model.pkl')
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+
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+ categories = ('Bird', 'Forest')
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+
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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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+ exmaples = ['bird.jpg', 'forest.jpg']
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+
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False)
bird.jpg ADDED
forest.jpg ADDED
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:92e5b2e725d1c0f20993a2faf8c31c990f3885f4bc098be7c4cd65b35c3db310
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+ size 46950545