
    ;Цi                     ,   S SK JrJrJr  S SKJr  S SKr \R                  4S jr\	S:X  a  S SK
r
S SKrS r\" \R                  5      S:  a  \R                  S   O\" 5       r\S:X  a  \R                  rOp\S	:X  a  \R"                  rO]\S
:X  a  \R$                  rOJ\S:X  a  \R&                  rO7\S:X  a  S rO-\S:X  a  \R(                  rO\S:X  a  \R*                  rO\" 5         \" \R                  5      S:  a  \R                  SS OSr\" \\S9  gg)    )absolute_importdivisionprint_function)ImageNc           	         S n/ nU  HX  nU[         R                  " U5       Vs/ s H0  oR" U5      (       d  M  [         R                  R                  XE5      PM2     sn-  nMZ     0 n[	        U5       Hm  n U" [
        R                  " U5      5      nX;   a0  [        USSR                  Xh   5      5        SU;   a  [        SU5        UR                  U/ 5      U/-   Xh'   Mo     g s  snf ! [         a  n	[        SU	SU5         S n	A	M  S n	A	ff = f)Nc                 L   U R                  5       nUR                  S5      =(       d}    UR                  S5      =(       de    UR                  S5      =(       dM    UR                  S5      =(       d5    UR                  S5      =(       d    SU;   =(       d    UR                  S5      $ )Nz.pngz.jpgz.jpegz.bmpz.gifz.svg)lowerendswith)filenamefs     _/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/../../../bin/find_similar_images.pyis_image%find_similar_images.<locals>.is_image   s    nn!	
F	 
;qzz&1 
;::g
;**V,
;::f
;1
;()

6(:;    zProblem:withz  already exists as dupPictureszrm -v)
oslistdirpathjoinsortedr   open	Exceptionprintget)
	userpathshashfuncr   image_filenamesuserpathr   imagesimghashes
             r   find_similar_imagesr%      s    ; Xrzz(?Sf?StW_`dWe2bggll82?Sff/ 
?#S
5::c?
#4 
^#SXXfl%;<s	'3D"%-&, $ g
 
 Q$s"   C##C#5C((
D2DD__main__c                      [         R                  R                  S[         R                  S   -  5        [         R                  " S5        g )Na  SYNOPSIS: %s [ahash|phash|dhash|...] [<directory>]

Identifies similar images in the directory.

Method:
  ahash:          Average hash
  phash:          Perceptual hash
  dhash:          Difference hash
  whash-haar:     Haar wavelet hash
  whash-db4:      Daubechies wavelet hash
  colorhash:      HSV color hash
  crop-resistant: Crop-resistant hash

(C) Johannes Buchner, 2013-2017
r      )sysstderrwriteargvexit r   r   usager/   -   s8    **  
hhqk  ((1+r   r(   ahashphashdhashz
whash-haarz	whash-db4c                 ,    [         R                  " U SS9$ )Ndb4)mode)	imagehashwhash)r"   s    r   r   r   I   s    
//#E
**r   	colorhashzcrop-resistant   .)r   r   )
__future__r   r   r   PILr   r6   average_hashr%   __name__r   r)   r/   lenr,   
hashmethodr   r1   r2   r7   r8   crop_resistant_hashr   r.   r   r   <module>rB      s   @ @  
 -6,B,B .8 z
$ !]Q.chhqkEG'##(G__(G__(L __(K+K  ($$**(' ]Q.SXXab\Cy8<S r   