Add application file

app.py

@@ -1,7 +1,69 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# # Dog v Cat
+
+# In[5]:
+
+
+#/export
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].isupper()
+
+
+# In[6]:
+
+
+im = PILImage.create('dog1.jpg')
+im.thumbnail((192, 192))
+im
+
+
+# In[8]:
+
+
+#/export
+import pathlib
+temp = pathlib.PosixPath
+pathlib.PosixPath = pathlib.WindowsPath
+
+learn = load_learner('model.pkl')
+
+
+# In[11]:
+
+
+learn.predict(im)
+
+
+# In[12]:
+
+
+#/export
+categories = ('Dog', 'Cat')
+
+def classify_images(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+# In[13]:
+
+
+classify_images(im)
+
+
+# In[14]:
+
+
+#/export
+image = gr.inputs.Image(shape = (192,192))
+label = gr.outputs.Label()
+examples = ['dog1.jpg', 'cat1.jpg']
+
+intf = gr.Interface(fn = classify_images, inputs = image, outputs = label, examples = examples)
+intf.launch(inline = False)
+
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()

dogs_vs_cats_test.py

@@ -1,78 +0,0 @@
-#!/usr/bin/env python
-# coding: utf-8
-
-# # Dog v Cat
-
-# In[5]:
-
-
-#/export
-from fastai.vision.all import *
-import gradio as gr
-
-def is_cat(x): return x[0].isupper()
-
-
-# In[6]:
-
-
-im = PILImage.create('dog1.jpg')
-im.thumbnail((192, 192))
-im
-
-
-# In[8]:
-
-
-#/export
-import pathlib
-temp = pathlib.PosixPath
-pathlib.PosixPath = pathlib.WindowsPath
-
-learn = load_learner('model.pkl')
-
-
-# In[11]:
-
-
-learn.predict(im)
-
-
-# In[12]:
-
-
-#/export
-categories = ('Dog', 'Cat')
-
-def classify_images(img):
-    pred,idx,probs = learn.predict(img)
-    return dict(zip(categories, map(float, probs)))
-
-
-# In[13]:
-
-
-classify_images(im)
-
-
-# In[14]:
-
-
-#/export
-image = gr.inputs.Image(shape = (192,192))
-label = gr.outputs.Label()
-examples = ['dog1.jpg', 'cat1.jpg']
-
-intf = gr.Interface(fn = classify_images, inputs = image, outputs = label, examples = examples)
-intf.launch(inline = False)
-
-
-# ## export -
-
-# In[28]:
-
-
-import nbdev
-nbdev.export.nb_export('dogs_vs_cats_test.ipynb', 'app')
-print('Export successful')
-