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manasuma commited on
Commit
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1 Parent(s): 3609913

Please Work

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Files changed (6) hide show
  1. app.py +12 -6
  2. cat.jpg +0 -0
  3. dog.jpg +0 -0
  4. model.pkl +0 -3
  5. requirement.txt +173 -0
  6. requirements.txt +0 -303
app.py CHANGED
@@ -1,21 +1,27 @@
1
- __all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
2
 
 
 
 
 
3
  from fastai.vision.all import *
4
  import gradio as gr
5
-
6
  def is_cat(x): return x[0].isupper()
7
 
 
8
  learn = load_learner('model.pkl')
9
 
 
10
  categories = ('Dog', 'Cat')
11
 
12
  def classify_image(img):
13
  pred,idx,probs = learn.predict(img)
14
  return dict(zip(categories, map(float,probs)))
15
 
16
- image = gr.inputs.Image(shape=(192, 192))
 
17
  label = gr.outputs.Label()
18
- examples = ['dog.jpg', 'cat.jpg']
19
 
20
- intf = gr.Interface(fn=classify_image, input=image, outputs=label, examples=examples)
21
- intf.launch(inline=False)
 
1
+ # AUTOGENERATED! DO NOT EDIT! File to edit: ../testing.ipynb.
2
 
3
+ # %% auto 0
4
+ __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
5
+
6
+ # %% ../testing.ipynb 1
7
  from fastai.vision.all import *
8
  import gradio as gr
 
9
  def is_cat(x): return x[0].isupper()
10
 
11
+ # %% ../testing.ipynb 3
12
  learn = load_learner('model.pkl')
13
 
14
+ # %% ../testing.ipynb 5
15
  categories = ('Dog', 'Cat')
16
 
17
  def classify_image(img):
18
  pred,idx,probs = learn.predict(img)
19
  return dict(zip(categories, map(float,probs)))
20
 
21
+ # %% ../testing.ipynb 7
22
+ image = gr.inputs.Image(shape=(192,192))
23
  label = gr.outputs.Label()
24
+ examples = ['dog.jpg']
25
 
26
+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
27
+ intf.launch(inline=False)
cat.jpg DELETED
Binary file (35.2 kB)
 
dog.jpg CHANGED
model.pkl DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:f8b5ac2689e1161f5f956e998e3a084920494ed4ed67344c0870f3ac21e46139
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- size 47065195
 
 
 
 
requirement.txt ADDED
@@ -0,0 +1,173 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ aiohttp==3.8.3
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+ aiosignal==1.2.0
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+ anyio==3.6.1
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- #
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