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940dcd8
1
Parent(s):
0f017d1
app.py
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app.py
CHANGED
@@ -87,7 +87,7 @@ def image_search(search_text, search_image, option):
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#text_features = encode_search_query(search_text, model, device)
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text_emb = model.encode([search_text], convert_to_tensor=True)
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similarity = util.cos_sim(img_emb, text_emb)
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return [Image.open(
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# Find the matched Images
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#matched_images = find_matches(text_features, photo_features, photo_ids, 4)
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#matched_results = util.semantic_search(text_emb, img_emb, top_k=4)[0]
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#text_features = encode_search_query(search_text, model, device)
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text_emb = model.encode([search_text], convert_to_tensor=True)
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similarity = util.cos_sim(img_emb, text_emb)
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+
return [Image.open(IMAGES_DIR / img_names[top_k_best_image]) for top_k_best_image in torch.topk(similarity, 2, 0).indices]
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# Find the matched Images
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#matched_images = find_matches(text_features, photo_features, photo_ids, 4)
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#matched_results = util.semantic_search(text_emb, img_emb, top_k=4)[0]
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