import torch device = torch.device('cuda') top_discription_list = [r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\1_top_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\2_top_type.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\3_top_Sleeve_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\4_top_Sleeve_shape.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\5_top_Sleeve_shoulder.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\6_top_Neckline.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\7_outer_Print.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\8_outer_Material.csv', # r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\9_top_Material.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\9_top_Softness.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\10_top_Design.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\11_top_OPType.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\12_top_Silhouette.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\top\7_top_Collar.csv'] top_model_list = ['top_length', 'top_type', 'top_Sleeve_length', 'top_Sleeve_shape', 'top_Sleeve_shoulder', 'top_Neckline', 'top_print', 'top_material', 'top_Softness', 'top_Design', 'top_optype', 'top_Silhouette', 'top_Collar' ] bottom_discription_list = [ r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\2_bottom_subtype.csv', # r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\3_bottom_structure.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\3_bottom_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\7_outer_Print.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\8_outer_Material.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\5_bottom_Softness.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\8_bottom_Silhouette.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\7_bottom_OPType.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\bottom\6_bottom_Design.csv'] bottom_model_list = [ 'bottom_sub-Type', 'bottom_length', 'bottom_print', 'bottom_material', 'bottom_Softness_B', 'bottom_Silhouette_B', 'bottom_OPType_B', 'bottom_design'] outwear_discription_list = [r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\1_outer_length.csv', # r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\2_outer_type.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\3_outer_sleeve_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\4_outer_sleeve_shape.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\5_outer_sleeve_shoulder.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\6_outer_Collar.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\7_outer_Print.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\8_outer_Material.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\9_outer_Softness.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\10_outer_Design.csv', # r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\11_outer_opening.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\12_outer_OPType.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\outwear\13_outer_Silhouette.csv', ] outwear_model_list = ['outwear_outer_length', # 'outwear_2_outer_type', 'outwear_outer_sleeve_length', 'outwear_outer_sleeve_shape', 'outwear_outer_sleeve_shoulder', 'outwear_outer_collar', 'outwear_print', 'outwear_material', 'outwear_outer_softness', 'outwear_outer_design', # 'outwear_11_outer_opening', 'outwear_outer_optype', 'outwear_outer_silhouette'] jumpsuit_discription_list = [r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\1_jumsuit_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\2_jumpsuit_Sleeve_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\3_jumpsuit_Sleeve_shape.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\4_jumpsuit_Sleeve_shoulder.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\5_jumpsuit_Neckline.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\6_jumpsuit_Collar.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\7_jumpsuit_Print.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\8_jumpsuit_Material.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\9_jumpsuit_Softness.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\10_jumsuit_design.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\11_jumpsuit_OPType.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\jumpsuit\12_jumpsuit_subtype.csv'] jumpsuit_model_list = ['jumpsuit_length', 'jumpsuit_sleeve_length', 'jumpsuit_sleeve_shape', 'jumpsuit_sleeve_shoulder', 'jumpsuit_neckline', 'jumpsuit_collar', 'jumpsuit_print', 'jumpsuit_material', 'jumpsuit_softness', 'jumpsuit_design', 'jumpsuit_optype', 'jumpsuit_subtype'] dress_discription_list = [r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\1_dress_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\3_top_Sleeve_length.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\4_top_Sleeve_shape.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\5_top_Sleeve_shoulder.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\ori5_dress_Neckline.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\7_outer_Print.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\7_top_Collar.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\8_outer_Material.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\9_dress_Design.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\9_top_Softness.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\11_dress_Silhouette.csv', # r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\11_top_OPType.csv', r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\dress\12_dress_type.csv'] dress_model_list = ['dress_length', 'dress_sleeve_length', 'dress_sleeve_shape', 'dress_sleeve_shoulder', 'dress_neckline', 'dress_print', 'dress_collar', 'dress_material', 'dress_design', 'dress_softness', 'dress_silohouette12', # 'dress_' 'dress_type' ] category_discription = r'E:\workspace\trinity_client_mixi\app\service\attribute_recognition\discriptor\category\category_dis.csv' category_model = 'category'