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    )Îj‘  ã                   @   sŠ   d dl Z d dlZd dlZd dlZd dlZddd„Zdd„ Zdd„ Z	d	d
„ Z
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INTER_AREA)ÚimageÚsizeÚhÚwÚc© r   úc/var/www/html/Deteccion_Ine/venv/lib/python3.10/site-packages/modelscope/models/cv/cartoon/utils.pyÚresize_size   s   r   c                 C   s   t  | ¡\}}}|d dkr|d dkr| ||fS |d d d |d d d }}t  ||dft j¡d }| |d |…d |…d d …f< |||fS )Né   r   é   é   éÿ   )r   r   ZonesÚuint8)r
   r   r   r   ZnhÚnwZimg_newr   r   r   ÚpadTo16x   s   
"
r   c                 C   sÊ   t | dd… |ƒ}t | dd… |ƒ}|d u s|d u r2tdƒ | dd… jdd}| dd… jdd}| d }| d	 }| d
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t |
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ÿ
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ÿ

€ür    é   c                 C   sÂ   t  dt| ƒ¡}t j |¡ |d |… }g }t|ƒD ]A}t | ||  ¡}|j\}}}	t 	d|| ¡}
t 	d|| ¡}|||| …|
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batch_datar3   r
   r   r   r   ÚrwZrhr   r   r   Ú
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r?   c                 C   sp   t j | ¡}t jj|dd}t j |t j¡}| g d¢¡ t jj|||gd}|dd d d…f }|d d }|S )	Nr   )Zchannels)NNr   )Zimagesr   .éÿÿÿÿr)   r'   )	ÚtfÚioÚ	read_filer
   Zdecode_imageZconvert_image_dtyper;   Ú	set_shaper	   )Z
image_pathZ
IMAGE_SIZEr
   r   r   r   Ú
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rA   ÚdataZDatasetZfrom_tensor_slicesr9   r7   ÚmaprF   ÚbatchZprefetch)Z
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
rK   c           	      C   sÎ   t j |¡st  |¡ t j ||¡}dg| }t|ƒD ]:}g ||< t|ƒD ]&}|| | }| | d d | |< t | | dd¡| |< ||  | | ¡ q%t 	|| ¡||< qt 
|¡}t || tj¡¡ d S ©Nr   r   r6   r   )ÚosÚpathÚexistsÚmakedirsÚjoinr.   r   Úclipr/   ÚhstackÚvstackr   Zimwriter,   r   )	r
   Úsave_dirÚnameÚnZ	fused_dirÚfused_imager3   r4   Úkr   r   r   Úwrite_batch_image„   s   


rZ   c                 C   s–   dg| }t |ƒD ]:}g ||< t |ƒD ]&}|| | }| | d d | |< t | | dd¡| |< ||  | | ¡ qt || ¡||< q	t |¡}|S rL   )r.   r   rR   r/   rS   rT   )r
   rW   rX   r3   r4   rY   r   r   r   Úgrid_batch_image–   s   

r[   c                 C   sl   g }t  | ¡D ],\}}}|D ]$}t j |¡d }|dks(|dks(|dks(|dkr2| t j ||¡¡ qq|S )Nr   z.pngz.jpgz.jpegz.JPG)rM   ÚwalkrN   Úsplitextr/   rQ   )Zfile_dirÚLÚrootÚdirsÚfilesÚfileÚextendr   r   r   Úall_file¤   s    €ýrd   )r   )r5   )rM   r8   r   Únumpyr   Z
tensorflowrA   r   r   r&   r    r?   rE   rF   rK   rZ   r[   rd   r   r   r   r   Ú<module>   s    

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	