app.py

app.py

@@ -112,7 +112,8 @@ def image_search(search_text, search_image, option):
       #matched_images = find_matches(text_features, photo_features, photo_ids, 4)
       #similarity = util.cos_sim(image_emb, img_emb)
       #matched_results = util.semantic_search(image_emb, img_emb, 4)[0]
-      image_emb = model.encode(Image.open(search_image))
+      PILIMAGE.fromarray(image.astype('uint8'), 'RGB')
+      image_emb = model.encode([Image.fromarray(search_image.astype('uint8'), 'RGB')], convert_to_tensor=True)
       similarity = util.cos_sim(img_emb, image_emb)
       return display_matches(similarity)