Update app.py

app.py

@@ -6,23 +6,21 @@ __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_jean
 # %% app.ipynb 3
 from fastai.vision.all import *
 import gradio as gr
-# ['jeans', 'sofa', 'tshirt', 'tv']
 
-def is_jeans(x): return x[0].isupper()
+def is_jeans(x):
+    return x[0].isupper()
 
-# %% app.ipynb 5
 learn = load_learner('export.pkl')
-
-# %% app.ipynb 7
 categories = ('Jeans', 'Sofa', 'Tshirt', 'Tv')
 
 def classify_images(img):
     pred, idx, probs = learn.predict(img)
     return dict(zip(categories, map(float, probs)))
 
-# %% app.ipynb 9
-image = gr.components.Image(shape=(192,192))
-label = gr.components.Label()
+# Create an Image component with the desired size
+image = gr.Image(image_mode="file", size=(192, 192))
+
+label = gr.Label()
 examples = ['jeans.jpeg', 'sofa.jpeg', 'tshirt.jpg', 'tv.jpeg']
 
 intf = gr.Interface(fn=classify_images, inputs=image, outputs=label, examples=examples)