Commit 7baf847a authored by 赵威's avatar 赵威

get result

parent aaec3097
...@@ -95,6 +95,7 @@ def save_faiss_index(load_file, save_path): ...@@ -95,6 +95,7 @@ def save_faiss_index(load_file, save_path):
index2 = faiss.IndexIDMap(index) index2 = faiss.IndexIDMap(index)
index2.add_with_ids(features_np, ids_np) index2.add_with_ids(features_np, ids_np)
faiss.write_index(index2, save_path) faiss.write_index(index2, save_path)
print("faiss index saved")
def get_similar_diary_ids_by_url(url, index, face_to_vec_f, limit=0.1): def get_similar_diary_ids_by_url(url, index, face_to_vec_f, limit=0.1):
...@@ -147,7 +148,7 @@ def main(): ...@@ -147,7 +148,7 @@ def main():
face_to_vec_f = lambda img: face_to_vec(img, face_rec, face_detector, shape_predictor) face_to_vec_f = lambda img: face_to_vec(img, face_rec, face_detector, shape_predictor)
# save_diary_image_info(diary_after_cover_vec_file, face_to_vec_f) # save_diary_image_info(diary_after_cover_vec_file, face_to_vec_f)
save_faiss_index(diary_after_cover_vec_file, faiss_index_path) # save_faiss_index(diary_after_cover_vec_file, faiss_index_path)
faiss_index = faiss.read_index(faiss_index_path) faiss_index = faiss.read_index(faiss_index_path)
...@@ -188,7 +189,7 @@ def main(): ...@@ -188,7 +189,7 @@ def main():
-0.015351934358477592, -0.04335442930459976, -0.26258283853530884, -0.021509556099772453, 0.12185295671224594, -0.015351934358477592, -0.04335442930459976, -0.26258283853530884, -0.021509556099772453, 0.12185295671224594,
-0.011788002215325832, 0.01337978895753622, -0.008025042712688446 -0.011788002215325832, 0.01337978895753622, -0.008025042712688446
] ]
res = get_similar_diary_ids_by_face_features(a) res = get_similar_diary_ids_by_face_features(a, faiss_index, face_to_vec_f)
print(res) print(res)
......
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