update

app.py

@@ -1,19 +1,25 @@
 from fastai.vision.all import *
 import gradio as gr
 
-
+# Function to clean up the category name
+def clean_category_name(category_name):
+    return category_name.replace("_", " ")
 
 model = load_learner('tradiotional_clothing_recognition-v1.pkl')
 
+# Get the original categories from the model
+original_categories = model.dls.vocab
 
-categories = model.dls.vocab
+# Create a new list with cleaned category names
+cleaned_categories = [clean_category_name(category) for category in original_categories]
 
 def recognize_image(image):
     pred, idx, probs = model.predict(image)
-    return dict(zip(categories, map(float, probs)))
+    return dict(zip(cleaned_categories, map(float, probs)))
 
-image = gr.inputs.Image(shape=(192,192))
+image = gr.inputs.Image(shape=(192, 192))
 label = gr.outputs.Label(num_top_classes=5)
+
 examples = [
     'unknown-1.jpg',
     'unknown-2.jpg',
@@ -21,10 +27,7 @@ examples = [
     'unknown-12.jpg',
     'unknown-16.jpg',
     'unknown-18.jpg'
-
-    ]
+]
 
 iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label, examples=examples)
 iface.launch(inline=False)
-
-