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gautham20/annoy_query.py

Created July 13, 2019 08:22
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annoy_query.py
def get_similar_images_annoy(img_index):
start = time.time()
base_img_id, base_vector, base_label = img_repr_df.iloc[img_index, [0, 1, 2]]
similar_img_ids = t.get_nns_by_item(img_index, 13)
end = time.time()
print(f'{(end - start) * 1000} ms')
return base_img_id, base_label, img_repr_df.iloc[similar_img_ids[1:]]
base_image, base_label, similar_images_df = get_similar_images_annoy(212693)
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