Commented out unused imports and removed unnecessary code

app.py

@@ -1,4 +1,4 @@
-import gradio as gr
+#import gradio as gr
 from fastai.vision.all import *
 import os
 
@@ -13,22 +13,14 @@ def classify_image(img):
 
 # image = gr.Image(shape=(192, 192))
 # label = gr.outputs.Label()
-examples = ['cristiano.jpg', 'messi.jpg', './images/cristiano.jpg', './images/messi.jpg']
 # A function to display photos from the root images folder 
 
-# def get_image(path):
-#     with open(path, 'rb') as f:
-#         return f.read()
-    
-# def get_image_path(path):
-#     return path
-
-# print(get_image("images/cristiano.jpg"))
 
 
 intf = gr.Interface(
-    classify_image, gr.Image(type="pil"),
-    "image", 
+    fn=classify_image, inputs=gr.Image(type="pil"),
+    outputs=gr.Label(num_top_classes=2), 
+    examples=['images/cristiano.jpg', 'images/messi.jpg']
     )
 intf.launch(inline=False)
 

tmp.py

@@ -0,0 +1,38 @@
+# import gradio as gr
+from fastai.vision.all import *
+import os
+
+
+categories = ("Cristiano Ronaldo", "Lionel Messi")
+
+#model = load_learner('model.pkl')
+
+def classify_image(img):
+    pred, idx, probs = model.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# image = gr.Image(shape=(192, 192))
+# label = gr.outputs.Label()
+examples = ['cristiano.jpg', 'messi.jpg', './images/cristiano.jpg', './images/messi.jpg']
+# A function to display photos from the root images folder 
+
+# def get_image(path):
+#     with open(path, 'rb') as f:
+#         return f.read()
+    
+# def get_image_path(path):
+#     return path
+
+# print(get_image("images/cristiano.jpg"))
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimg
+image = mpimg.imread('images/cristiano.jpg')
+plt.imshow(image)
+plt.show()
+
+intf = gr.Interface(
+    classify_image, gr.Image(type="pil"),
+    "image", 
+    )
+intf.launch(inline=False)
+