import torch device = torch.device('cuda') top_discription_list = ['service/attribute_recognition/discriptor/top/1_top_length.csv', 'service/attribute_recognition/discriptor/top/2_top_type.csv', 'service/attribute_recognition/discriptor/top/3_top_Sleeve_length.csv', 'service/attribute_recognition/discriptor/top/4_top_Sleeve_shape.csv', 'service/attribute_recognition/discriptor/top/5_top_Sleeve_shoulder.csv', 'service/attribute_recognition/discriptor/top/6_top_Neckline.csv', 'service/attribute_recognition/discriptor/top/7_outer_Print.csv', 'service/attribute_recognition/discriptor/top/8_outer_Material.csv', # 'service/attribute_recognition/discriptor/top/9_top_Material.csv', 'service/attribute_recognition/discriptor/top/9_top_Softness.csv', 'service/attribute_recognition/discriptor/top/10_top_Design.csv', 'service/attribute_recognition/discriptor/top/11_top_OPType.csv', 'service/attribute_recognition/discriptor/top/12_top_Silhouette.csv', '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 = [ 'service/attribute_recognition/discriptor/bottom/2_bottom_subtype.csv', # 'service/attribute_recognition/discriptor/bottom/3_bottom_structure.csv', 'service/attribute_recognition/discriptor/bottom/3_bottom_length.csv', 'service/attribute_recognition/discriptor/bottom/7_outer_Print.csv', 'service/attribute_recognition/discriptor/bottom/8_outer_Material.csv', 'service/attribute_recognition/discriptor/bottom/5_bottom_Softness.csv', 'service/attribute_recognition/discriptor/bottom/8_bottom_Silhouette.csv', 'service/attribute_recognition/discriptor/bottom/7_bottom_OPType.csv', '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_B'] outwear_discription_list = ['service/attribute_recognition/discriptor/outwear/1_outer_length.csv', # 'service/attribute_recognition/discriptor/outwear/2_outer_type.csv', 'service/attribute_recognition/discriptor/outwear/3_outer_sleeve_length.csv', 'service/attribute_recognition/discriptor/outwear/4_outer_sleeve_shape.csv', 'service/attribute_recognition/discriptor/outwear/5_outer_sleeve_shoulder.csv', 'service/attribute_recognition/discriptor/outwear/6_outer_Collar.csv', 'service/attribute_recognition/discriptor/outwear/7_outer_Print.csv', 'service/attribute_recognition/discriptor/outwear/8_outer_Material.csv', 'service/attribute_recognition/discriptor/outwear/9_outer_Softness.csv', 'service/attribute_recognition/discriptor/outwear/10_outer_Design.csv', # 'service/attribute_recognition/discriptor/outwear/11_outer_opening.csv', 'service/attribute_recognition/discriptor/outwear/12_outer_OPType.csv', '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 = ['service/attribute_recognition/discriptor/jumpsuit/1_jumsuit_length.csv', 'service/attribute_recognition/discriptor/jumpsuit/2_jumpsuit_Sleeve_length.csv', 'service/attribute_recognition/discriptor/jumpsuit/3_jumpsuit_Sleeve_shape.csv', 'service/attribute_recognition/discriptor/jumpsuit/4_jumpsuit_Sleeve_shoulder.csv', 'service/attribute_recognition/discriptor/jumpsuit/5_jumpsuit_Neckline.csv', 'service/attribute_recognition/discriptor/jumpsuit/6_jumpsuit_Collar.csv', 'service/attribute_recognition/discriptor/jumpsuit/7_jumpsuit_Print.csv', 'service/attribute_recognition/discriptor/jumpsuit/8_jumpsuit_Material.csv', 'service/attribute_recognition/discriptor/jumpsuit/9_jumpsuit_Softness.csv', 'service/attribute_recognition/discriptor/jumpsuit/10_jumsuit_design.csv', 'service/attribute_recognition/discriptor/jumpsuit/11_jumpsuit_OPType.csv', '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 = ['service/attribute_recognition/discriptor/dress/1_dress_length.csv', 'service/attribute_recognition/discriptor/dress/3_top_Sleeve_length.csv', 'service/attribute_recognition/discriptor/dress/4_top_Sleeve_shape.csv', 'service/attribute_recognition/discriptor/dress/5_top_Sleeve_shoulder.csv', 'service/attribute_recognition/discriptor/dress/ori5_dress_Neckline.csv', 'service/attribute_recognition/discriptor/dress/7_outer_Print.csv', 'service/attribute_recognition/discriptor/dress/7_top_Collar.csv', 'service/attribute_recognition/discriptor/dress/8_outer_Material.csv', 'service/attribute_recognition/discriptor/dress/9_dress_Design.csv', 'service/attribute_recognition/discriptor/dress/9_top_Softness.csv', 'service/attribute_recognition/discriptor/dress/11_dress_Silhouette.csv', # 'service/attribute_recognition/discriptor/dress/11_top_OPType.csv', '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 = 'app/service/attribute_recognition/discriptor/category/category_dis.csv' category_model = 'category'