Update app.py

app.py

@@ -15,9 +15,15 @@ from sklearn.metrics.pairwise import cosine_similarity
 with open('image_names.pkl', 'rb') as file:
     image_names = pickle.load(file)
 
+# with open('similarity_matrix.pkl', 'rb') as file:
+#     similarity_matrix = pickle.load(file)
+
 with open('features_matrix.pkl', 'rb') as file:
     features_matrix = pickle.load(file)
 
+# with open('styles_df', 'rb') as file:
+#     styles_df = pickle.load(file)
+
 image_df = pd.read_csv('images.csv')
 
 # VGG16
@@ -62,4 +68,5 @@ def get_recommendations_from_image(uploaded_image):
 image_input = gr.Image(type="pil", label="Upload Image")
 outputs = gr.Gallery(label="Recommended Images", columns=3)  # Set the number of columns to fit images better
 
-gr.Interface(fn=get_recommendations_from_image, inputs=image_input, outputs=outputs, title="Fashion Image Recommender").launch()
+gr.Interface(fn=get_recommendations_from_image, inputs=image_input, outputs=outputs, examples=['shirt.jpg','perfume.jpg','shoes.jpg','kurti.jpg','watches.jpg','heels.jpg','necklace.jpg'],
+             title="Fashion Image Recommender").launch()