import numpy as np #line:2
import matplotlib .pyplot as plt #line:3
import os #line:4
import cv2 #line:5
from .eval_class_v63 import tool_mask #line:8
from .nadera_class_v63 import tool_nadera #line:9
def show (O0OOO0O000O00O00O ,size =8 ):#line:15
    plt .figure (figsize =(size ,size ))#line:16
    if np .max (O0OOO0O000O00O00O )<=1 :#line:17
        plt .imshow (O0OOO0O000O00O00O ,vmin =0 ,vmax =1 )#line:18
    else :#line:19
        plt .imshow (O0OOO0O000O00O00O ,vmin =0 ,vmax =255 )#line:20
    plt .gray ()#line:21
    plt .show ()#line:22
    plt .close ()#line:23
    print ()#line:24
class vcnadera :#line:27
    def __init__ (O00OOO0OOOOO00OOO ,model_path1 =None ,model_path2 =None ,weight_path =None ,verbose =1 ):#line:28
        O00O00OO00OOOOOO0 =os .path .dirname (__file__ )+'/weights2/emes.png'#line:31
        OOO0OOOOOOO0O0OO0 =cv2 .imread (O00O00OO00OOOOOO0 ,cv2 .IMREAD_UNCHANGED )#line:32
        OOO0OOOOOOO0O0OO0 =cv2 .cvtColor (OOO0OOOOOOO0O0OO0 ,cv2 .COLOR_BGRA2RGBA )#line:33
        O00OOO0OOOOO00OOO .logo =cv2 .resize (OOO0OOOOOOO0O0OO0 ,(int (OOO0OOOOOOO0O0OO0 .shape [1 ]*0.18 ),int (OOO0OOOOOOO0O0OO0 .shape [0 ]*0.18 )))#line:35
        O00OOO0OOOOO00OOO .verbose =verbose #line:37
        if model_path1 is None :#line:40
            OO0O00OO0OOOO000O =os .path .dirname (__file__ )+'/weights1/mask_model_v5.4.8.pth'#line:41
        else :#line:42
            OO0O00OO0OOOO000O =model_path1 #line:43
        if O00OOO0OOOOO00OOO .verbose >0 :#line:44
            print (OO0O00OO0OOOO000O )#line:45
        if model_path2 is None :#line:48
            O00O00OO0O00O00O0 =os .path .dirname (__file__ )+'/weights2/nadera_model_v6.3.json'#line:49
        else :#line:50
            O00O00OO0O00O00O0 =model_path2 #line:51
        if weight_path is None :#line:52
            O0000O0O0000O0OOO =os .path .dirname (__file__ )+'/weights2/nadera_weight_v6.3.h5'#line:53
        else :#line:54
            O0000O0O0000O0OOO =weight_path #line:55
        if O00OOO0OOOOO00OOO .verbose >0 :#line:56
            print (O00O00OO0O00O00O0 )#line:57
            print (O0000O0O0000O0OOO )#line:58
        O00OOO0OOOOO00OOO .aaa =tool_mask (OO0O00OO0OOOO000O ,verbose =O00OOO0OOOOO00OOO .verbose )#line:61
        O00OOO0OOOOO00OOO .bbb =tool_nadera (O00O00OO0O00O00O0 ,O0000O0O0000O0OOO ,verbose =O00OOO0OOOOO00OOO .verbose )#line:62
    def mask (OO00O0OO0OO000O00 ,OO00OOO0O000OO000 ,w_aim =256 ,h_aim =512 ):#line:65
        OO000O0O0000O0OO0 =OO00O0OO0OO000O00 .aaa .do_mask (OO00OOO0O000OO000 ,w_aim =w_aim ,h_aim =h_aim )#line:68
        return OO000O0O0000O0OO0 #line:71
    def predict (O0O0O0OO0O00OO0O0 ,OO0OOOOOOOO0O000O ,mode =''):#line:74
        OOO0OOO0000000000 ,O0000OO000OOOOOOO ,O0O00000OOO0OO0OO =O0O0O0OO0O00OO0O0 .bbb .do_nadera (OO0OOOOOOOO0O000O ,mode =mode )#line:79
        return OOO0OOO0000000000 ,O0000OO000OOOOOOO ,O0O00000OOO0OO0OO #line:82
    def mask_predict (O0O00000OOO0OO00O ,O00O000OO0OO0O0OO ,mode ='',logo =''):#line:85
        OO0O00OOO00OO0O0O =O0O00000OOO0OO00O .mask (O00O000OO0OO0O0OO ,w_aim =256 ,h_aim =512 )#line:88
        O0OO0000OOOO0OO00 ,OOO0OO000OOOOOOOO ,O000O000O0OOO00OO =O0O00000OOO0OO00O .predict (OO0O00OOO00OO0O0O ,mode =mode )#line:94
        if logo !='julienne':#line:98
            O0000OO0O0O000OOO ,OO00O00OOO00OO00O ,OO0O0O0O0O000000O ,O00OOOO0OOO0OO000 =10 ,462 ,10 +O0O00000OOO0OO00O .logo .shape [1 ],462 +O0O00000OOO0OO00O .logo .shape [0 ]#line:99
            OO0O00OOO00OO0O0O [OO00O00OOO00OO00O :O00OOOO0OOO0OO000 ,O0000OO0O0O000OOO :OO0O0O0O0O000000O ]=OO0O00OOO00OO0O0O [OO00O00OOO00OO00O :O00OOOO0OOO0OO000 ,O0000OO0O0O000OOO :OO0O0O0O0O000000O ]*(1 -O0O00000OOO0OO00O .logo [:,:,3 :]/255 )+O0O00000OOO0OO00O .logo [:,:,:3 ]*(O0O00000OOO0OO00O .logo [:,:,3 :]/255 )#line:101
            cv2 .putText (OO0O00OOO00OO0O0O ,'Nadera',(60 ,501 ),cv2 .FONT_HERSHEY_COMPLEX |cv2 .FONT_ITALIC ,0.7 ,(50 ,50 ,50 ),1 ,cv2 .LINE_AA )#line:102
        return OO0O00OOO00OO0O0O ,O0OO0000OOOO0OO00 ,OOO0OO000OOOOOOOO ,O000O000O0OOO00OO #line:104
    def demo (O0000OO000O000000 ,OOOOO00O0O000OO0O ,O00OOO00OOOOO000O ):#line:108
        O0OO00000O00000O0 =cv2 .imread (OOOOO00O0O000OO0O )#line:110
        O0OO00000O00000O0 =cv2 .cvtColor (O0OO00000O00000O0 ,cv2 .COLOR_BGR2RGB )#line:111
        O0OO0O0O00OOO00OO ,O0O0O0OO0OOOOO0O0 ,OO000000OO0OO0O00 ,O00OO00O0OO0000OO =O0000OO000O000000 .mask_predict (O0OO00000O00000O0 ,mode ='values')#line:115
        OO000000OO0OO0O00 =OO000000OO0OO0O00 *100 #line:122
        OOOOOO00OO0000OO0 =OO000000OO0OO0O00 -O00OO00O0OO0000OO *100 #line:123
        OOOOOO00OO0000OO0 [OOOOOO00OO0000OO0 <0 ]=0 #line:124
        OO000O0OOO000OOOO =OO000000OO0OO0O00 +O00OO00O0OO0000OO *100 #line:125
        OO000O0OOO000OOOO [OO000O0OOO000OOOO >100 ]=100 #line:126
        OOO00OO000O0OO0O0 =np .linspace (0 ,2 *np .pi ,len (O0O0O0OO0OOOOO0O0 )+1 ,endpoint =True )#line:128
        OO000000OO0OO0O00 =np .concatenate ((OO000000OO0OO0O00 ,[OO000000OO0OO0O00 [0 ]]))#line:129
        OOOOOO00OO0000OO0 =np .concatenate ((OOOOOO00OO0000OO0 ,[OOOOOO00OO0000OO0 [0 ]]))#line:130
        OO000O0OOO000OOOO =np .concatenate ((OO000O0OOO000OOOO ,[OO000O0OOO000OOOO [0 ]]))#line:131
        plt .figure (figsize =(15 ,15 ))#line:134
        plt .subplot (141 )#line:136
        OO0000OO0O0O00000 =np .ones ((512 ,256 ,3 ),'uint8')*255 #line:137
        OO0O0000000000O0O ,O0O0O0OOOOO00O0O0 =O0OO00000O00000O0 .shape [:2 ]#line:138
        if (OO0O0000000000O0O /O0O0O0OOOOO00O0O0 )>(512 /256 ):#line:139
            O0OO00000O00000O0 =cv2 .resize (O0OO00000O00000O0 ,dsize =(int (O0O0O0OOOOO00O0O0 *512 /OO0O0000000000O0O ),512 ))#line:141
            OO0O0000000000O0O ,O0O0O0OOOOO00O0O0 =O0OO00000O00000O0 .shape [:2 ]#line:142
            OO0000OO0O0O00000 [:,128 -O0O0O0OOOOO00O0O0 //2 :128 -O0O0O0OOOOO00O0O0 //2 +O0O0O0OOOOO00O0O0 ]=O0OO00000O00000O0 #line:143
        else :#line:144
            O0OO00000O00000O0 =cv2 .resize (O0OO00000O00000O0 ,dsize =(256 ,int (OO0O0000000000O0O *256 /O0O0O0OOOOO00O0O0 )))#line:145
            OO0O0000000000O0O ,O0O0O0OOOOO00O0O0 =O0OO00000O00000O0 .shape [:2 ]#line:146
            OO0000OO0O0O00000 [256 -OO0O0000000000O0O //2 :256 -OO0O0000000000O0O //2 +OO0O0000000000O0O ,:]=O0OO00000O00000O0 #line:147
        plt .imshow (OO0000OO0O0O00000 )#line:148
        plt .xticks (color ="None")#line:149
        plt .yticks (color ="None")#line:150
        plt .tick_params (length =0 )#line:151
        plt .subplot (142 )#line:153
        plt .imshow (O0OO0O0O00OOO00OO )#line:154
        plt .xticks (color ="None")#line:155
        plt .yticks (color ="None")#line:156
        plt .tick_params (length =0 )#line:157
        plt .subplot (1 ,11 ,(7 ,10 ),polar =True )#line:161
        plt .fill_between (OOO00OO000O0OO0O0 ,OOOOOO00OO0000OO0 ,OO000O0OOO000OOOO ,color ='k',alpha =0.25 )#line:162
        plt .plot (OOO00OO000O0OO0O0 ,OO000000OO0OO0O00 ,'-k',linewidth =3.0 )#line:164
        plt .thetagrids (OOO00OO000O0OO0O0 [:-1 ]*180 /np .pi ,O0O0O0OO0OOOOO0O0 ,fontsize =12 )#line:167
        plt .ylim (0 ,100 )#line:168
        plt .savefig (O00OOO00OOOOO000O ,bbox_inches ="tight")#line:171
        plt .close ()#line:173
if __name__ =='__main__':#line:176
    pass #line:178
