roc2.1.2 2.1.2

just a simple test of vipkid

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ÔËÐÐÇ°ÏÈ°²×°ROC,transformºÍconRoc,°²×°°ì·¨£º
pip install roc2.1.2


roc:
    ÊäÈ룺Îļþ¼Ðtruth£¨±ê×¢½á¹ûÎļþ¼Ð£©,test£¨Ä£ÐÍÊä³öµÄ½á¹ûÎļþ¼Ð£©,result(Òª±£´æµÄtxtÎı¾ÎĵµÂ·¾¶£©£¬roc(Òª±£´æµÄͼƬ·¾¶£©
    python 
            from ROC import roc
            roc.roc("truth","test","result","roc")
    Êä³ö£ºrocºÍ·ÖÊýÕÛÏßͼ,½á¹ûµÄÎı¾Îĵµ
    PS:result ºÍroc²»´ø¸ñʽ£¨Àý£º'D:\\python_work\\result')


conRoc:
    ÊäÈ룺Îļþ¼Ðpre_file(ÐèÒª»æͼµÄtxtËùÔÚµÄÎļþ¼Ð£©,image(Òª±£´æµÄͼƬ·¾¶£©,titlestr(ͼƬ±êÌ⣩
    python 
            from ROC import conRoc
            conRoc.conRoc("pre_file","image","titlestr")
    Êä³ö£ºrocÕÛÏßͼ
    PS:image²»´ø¸ñʽ£¨Àý£º'D:\\python_work\\image') 
 

txt2xml:
    ÊäÈ룺txt_file(txt¸ñʽ±ê×¢ÐÅÏ¢Ëù´æ·ÅÎļþ¼Ð£©
    python
            from transform import txt2xml
            txt2xml.txt2xml("txt_file","xml_file")
    Êä³ö£ºxml_file(xml¸ñʽ±ê×¢ÐÅÏ¢Ëù´æ·ÅÎļþ¼Ð£©  

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transformÎļþ¼Ð£º

txt2xml £º½«txt¸ñʽÎı¾×ª»»ÎªxmlÎļþ£¨Ã¿¸ötxtÎļþת»»ÎªÒ»¸öxmlÎļþ£© ÐèҪת»»µÄËùÓÐtxtÎļþ·ÅÔÚtxt_fileÖУ¬×ª»»ºóµÄxmlÎļþ´æ·ÅÔÚxml_fileÖÐ

ROCÎļþ¼Ð£º

roc: »æÖÆrocÇúÏߺͷÖÊýÇúÏß²¢¼ÆËãacu¡£Êý¾ÝÀ´Ô´ÓÚdbÁбí

IOU: ¼ÆËãÁ½¾ØÐÎIOU,´«ÈëÊý¾ÝΪÿ¸ö¾ØÐÎÁ½Ìõ¶Ô½ÇÏߵĺá×Ý×ø±êReframe=[X1,Y1,X2,Y2],GTframe=[X1,Y1,X2,Y2]¡£

read:¶ÁÈ¡xmlÎļþµÄËùÓбê×¢µÄ±êÇ©Êý¾Ý(xmin,ymin,xmax,ymax)¡£´«ÈëÊý¾ÝΪ´ý²âÊÔxmlÎĵµµÄÔªËضÔÏó¡£

Analyze_xml£º½âÎöxmlÎļþ²¢µÃ³öIOU±È¶ÔÖбȶԴíÎó(Öصþ±ÈÂÊСÓÚ0.5£©ºÍ±È¶ÔÕýÈ·µÄ¸öÊý¡£ ÊäÈ룺truthΪ±ê×¼xmlÎļþËùÔÚµÄÎļþ¼Ð£¬testΪ´ý±È¶ÔµÄxmlÎļþËùÔÚµÄÎļþ¼Ð¡£

conROCÎļþ¼Ð:

conRoc:¸ù¾ÝÎļþ¼ÐÖеÄËùÓÐtxtÎļþÄÚÈÝ»æÖÆÇúÏßͼ£¨Ã¿¸öÎļþ¶ÔÓ¦Á½ÌõͬɫµÄÕÛÏߣ©