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    P=eç  ã                   @   sÄ   d dl Zd dlZd dlZd dlZd dlZdZeeƒ ¡  	¡  
d¡Zej d¡ ejjd deeƒdfddZd	Zd
Zej ee¡Ze ¡ Zdd„ e ¡ D ƒZdZdZdd„ ZedkrÀeejd ƒ dS )é    Nzdata/yolo/ktp-obj.namesÚ
é*   éÿ   é   Úuint8)ÚsizeÚdtypez(data/yolo/ktp2-yolov3-train_3000.weightszdata/yolo/ktp-yolov3-run.cfgc                 C   s   g | ]}t |d  d  ‘qS )r   é   )Úln)Ú.0Úi© r   ú6D:\0_1_Skripsi\OCR-KTP-Indonesia-master\yolo_detect.pyÚ
<listcomp>   ó    r   gš™™™™™é?ç      à?c              
   C   s2  | j d d… \}}tjj| ddddd}t |¡ t ¡ }t t¡}t ¡ }t	d 
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t|	|  || ¡}t | |||d ftjd|d¡ |  S d S )Né   gp?)é   r   TF)ZswapRBÚcropz[INFO] YOLO took {:.6f} secondsé   r   é   Úintr	   r   c                 S   s   g | ]}t |ƒ‘qS r   )r   )r   Úcr   r   r   r   D   r   zmain.<locals>.<listcomp>z
{}: {:.4f}r   )ÚshapeÚcv2ÚdnnÚblobFromImageÚnetÚsetInputÚtimeÚforwardr
   ÚprintÚformatÚlenÚnpÚargmaxÚconfidence_valÚarrayÚastyper   ÚappendÚfloatÚNMSBoxesÚthreshold_valÚflattenÚCOLORSÚ	rectangleÚLABELSÚputTextÚFONT_HERSHEY_SIMPLEX)ÚimageÚHÚWZblobÚstartZlayerOutputsÚendZboxesZconfidencesZclassIDsÚoutputZ	detectionÚscoresZclassIDÚ
confidenceÚboxZcenterXZcenterYÚwidthÚheightÚxÚyÚidxsr   ÚwÚhZktpÚcolorÚtextr   r   r   Úmain   sH    


" rE   Ú__main__r	   )Únumpyr$   Zimutilsr   r   ÚosZ
labelsPathÚopenÚreadÚstripÚsplitr0   ÚrandomÚseedÚrandintr#   r.   ZweightsPathZ
configPathr   ÚreadNetFromDarknetr   ÚgetLayerNamesr
   ÚgetUnconnectedOutLayersr&   r,   rE   Ú__name__ÚsysÚargvr   r   r   r   Ú<module>   s$   7