from?sklearn.cluster?import?DBSCAN
from?imutils?import?build_montages
import?numpy?as?np
import?argparse
import?pickle
import?cv2
from?sklearn.metrics?import?silhouette_score?calinski_harabasz_score?davies_bouldin_score??#?計算?輪廓系數，CH?指標，DBI
from?sklearn.datasets?import?load_breast_cancer
from?sklearn.decomposition?import?PCA
import?matplotlib.pyplot?as?plt
from?sklearn.manifold?import?TSNE
from?mpl_toolkits.mplot3d?import?Axes3D

class?oreration_encodefile（）:
????def?__init__（self）:
????????pass
????def?do_add_imgages_in_encodefile（selfsource_imagefile_path）:
????????‘‘‘保留‘‘‘
????????pass
????def?do_add_encodefile_in_encodefile（selfsource_encodefile_pathobj_encodefile_path）:
????????all_encodings?=?[]
????????all_imagepath?=?[]
????????for?eachfile?in?source_encodefile_path:
????????????data?=?pickle.loads（open（eachfile?“rb“）.read（））
????????????data?=?np.array（data）
????????????encodings?=?[d[“encoding“]?for?d?in?data]
????????????imagespath?=?[d[‘imagePath‘]?for?d?in?data]
????????????all_encodings.extend（encodings）
????????????all_imagepath.extend（imagespath）

????????d?=?[{“imagePath“:?imgpath??“encoding“:?enc}
?????????????for?imgpathenc?in?zip（all_imagepathall_encodings）]

????????with?open（obj_encodefile_path?‘wb‘）?as?fp:
????????????fp.write（pickle.dumps（d））

????????#?data_all?=?pickle.loads（open（source_encodefile_path?“rb“）.read（））
????????#?data_temp?=?pickle.loads（open（obj_encodefile_path?“rb“）.read（））
????????#?data_all?=?np.array（data_all）
????????#?data_temp?=?np.array（data_temp）
????????#?encodings?=?[d[“encoding“]?for?d?in?data_all]
????????#?imagespath?=?[d[‘imagePath‘]?for?d?in?data_all]
????????#?encoding_temp?=?[d[“encoding“]?for?d?in?data_temp]
????????#?imagespath_temp?=?[d[‘imagePath‘]?for?d?in?data_temp]
????????#?encodings.extend（encoding_temp）
????????#?imagespath.extend（imagespath_temp）
????????pass


if?__name__?==?‘__main__‘:
????inputfile_path_source?=?[‘./encode_file/addtest1_hog[2020_02_28-11_31_59].pickle‘‘./encode_file/addtest1_hog[2020_02_28-11_33_58].pickle‘]
????inputfile_path_obj?=?‘./encode_file/me.pickle‘
????O?=?oreration_encodefile（）
????O.do_add_encodefile_in_encodefile（inputfile_path_sourceinputfile_path_obj）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2020-03-16?17:37??FaceClustering\
?????目錄???????????0??2020-03-05?09:55??FaceClustering\.idea\
?????文件?????????586??2020-03-05?09:54??FaceClustering\.idea\face-clustering.iml
?????目錄???????????0??2020-03-02?11:03??FaceClustering\.idea\inspectionProfiles\
?????文件?????????174??2020-02-23?17:42??FaceClustering\.idea\inspectionProfiles\profiles_settings.xml
?????文件?????????206??2020-03-02?16:18??FaceClustering\.idea\misc.xml
?????文件?????????289??2020-02-23?17:42??FaceClustering\.idea\modules.xml
?????文件????????5988??2020-03-05?09:55??FaceClustering\.idea\workspace.xml
?????目錄???????????0??2020-03-05?12:51??FaceClustering\__pycache__\
?????文件????????7538??2020-03-05?12:51??FaceClustering\__pycache__\class_cluster.cpython-36.pyc
?????文件????????2612??2020-03-05?12:51??FaceClustering\__pycache__\class_encode.cpython-36.pyc
?????文件????????2283??2020-02-28?11:41??FaceClustering\add_encode_file.py
?????文件????????1238??2020-02-27?11:30??FaceClustering\check_img_size.py
?????文件???????10963??2020-03-04?16:52??FaceClustering\class_cluster.py
?????文件????????3910??2020-03-03?16:55??FaceClustering\class_encode.py
?????文件????????3888??2020-02-26?16:41??FaceClustering\cluster_faces.py
?????文件????????2265??2020-02-26?10:05??FaceClustering\data_visualization.py
?????文件????????2813??2020-02-26?11:04??FaceClustering\encode_faces.py
?????文件?????????377??2020-02-24?09:42??FaceClustering\myfunc.py
?????文件????????3610??2020-02-24?12:00??FaceClustering\space.jpg
?????文件????????2961??2020-02-24?16:21??FaceClustering\temp.py
?????文件????????1062??2020-02-28?11:16??FaceClustering\testfile.py