roc2.1.3

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»·¾³£ºpython2    
ÔËÐÐÇ°ÏÈ°²×°ROC,transformºÍconRoc,°²×°°ì·¨£º
pip install roc2.1.2


roc:
    ÊäÈë£ºÎÄ¼þ¼Ðtruth£¨±ê×¢½á¹ûÎÄ¼þ¼Ð£©,test£¨Ä£ÐÍÊä³öµÄ½á¹ûÎÄ¼þ¼Ð£©,result(Òª±£´æµÄtxtÎÄ±¾ÎÄµµÂ·¾¶£©£¬roc(Òª±£´æµÄÍ¼Æ¬Â·¾¶£©
    python 
            from ROC import roc
            roc.roc("truth","test","result","roc")
    Êä³ö£ºrocºÍ·ÖÊýÕÛÏßÍ¼,½á¹ûµÄÎÄ±¾ÎÄµµ
    PS:result ºÍroc²»´ø¸ñÊ½£¨Àý£º'D:\\python_work\\result')


drawpic:
    ÊäÈë£ºÎÄ¼þ¼Ðpre_file(ÐèÒª»æÍ¼µÄtxtËùÔÚµÄÎÄ¼þ¼Ð£©,image(Òª±£´æµÄÍ¼Æ¬Â·¾¶£©,titlestr(Í¼Æ¬±êÌâ£©
    python 
            from ROC import conRoc
            conRoc.conRoc("pre_file","image","titlestr")
    Êä³ö£ºrocÕÛÏßÍ¼
    PS:image²»´ø¸ñÊ½£¨Àý£º'D:\\python_work\\image') 
 

txt2xml:
    ÊäÈë£ºtxt_file(txt¸ñÊ½±ê×¢ÐÅÏ¢Ëù´æ·ÅÎÄ¼þ¼Ð£©
    python
            from transform import txt2xml
            txt2xml.txt2xml("txt_file","xml_file")
    Êä³ö£ºxml_file(xml¸ñÊ½±ê×¢ÐÅÏ¢Ëù´æ·ÅÎÄ¼þ¼Ð£©  


xml2txt:
    ÊäÈë£ºxml_file(xml¸ñÊ½±ê×¢ÐÅÏ¢Ëù´æ·ÅÎÄ¼þ¼Ð£©
    python
            from transform import xml2txt
            xml2txt.xml2txt("xml_file","txt_file")
    Êä³ö£ºtxt_file(txt¸ñÊ½±ê×¢ÐÅÏ¢Ëù´æ·ÅÎÄ¼þ¼Ð£©


DataOfRoc:
    ÊäÈë£ºÎÄ¼þ¼Ðtruth£¨±ê×¢½á¹ûÎÄ¼þ¼Ð£©,test£¨Ä£ÐÍÊä³öµÄ½á¹ûÎÄ¼þ¼Ð£©
    python 
            from ROC import DataOfRoc
            DataOfRoc.DataOfRoc("truth","test")
    Êä³ö£ºtp£¨Îó¶Á¸öÊý£©,pos£¨Êµ¼ÊÕýÈ·¸öÊý£©,rate£¨ÕÙ»ØÂÊ£©
  

IOU£º
    ÊäÈë£ºReframe,GTframe(Á½¸öÁÐ±í£¬ÄÚÈÝÎª¾ØÐÎµÄ¶¨µã×ø±êXmin,Ymin,Xmax,Ymax)
    python
            from ROC import IOU
            IOU.IOU(Reframe,GTframe)
    Êä³ö£ºratio(Á½³¤·½ÐÎÃæ»ýÖØµþ±ÈÂÊ£©


scoreRoc£º
    ÊäÈë£ºlistdata(Êý¾ÝÁÐ±í:Ã¿×éÊý¾Ýwei:[ÊÇ·ñ´íÎó£¨1/0£©,ÊÇ·ñÕýÈ·£¨1/0£©,score]£©,result(Òª±£´æµÄtxtÎÄ±¾ÎÄµµÂ·¾¶£©£¬roc(Òª±£´æµÄÍ¼Æ¬Â·¾¶£©
    python 
            from ROC import scoreRoc
            scoreRoc.scoreRoc(listdata,"result","roc")
    Êä³ö£ºrocºÍ·ÖÊýÕÛÏßÍ¼,½á¹ûµÄÎÄ±¾ÎÄµµ
    PS:result ºÍroc²»´ø¸ñÊ½£¨Àý£º'D:\\python_work\\result')


nms£º
    ÊäÈë£º
    python
            from nms import nms
            nms.nms()
    Êä³ö£º

ÎÄ¼þ¼ÐËµÃ÷£º

transformÎÄ¼þ¼Ð£º

txt2xml £º½«txt¸ñÊ½ÎÄ±¾×ª»»ÎªxmlÎÄ¼þ£¨Ã¿¸ötxtÎÄ¼þ×ª»»ÎªÒ»¸öxmlÎÄ¼þ£© ÐèÒª×ª»»µÄËùÓÐtxtÎÄ¼þ·ÅÔÚtxt_fileÖÐ£¬×ª»»ºóµÄxmlÎÄ¼þ´æ·ÅÔÚxml_fileÖÐ

xml2txt £º½«xml¸ñÊ½ÎÄ±¾×ª»»ÎªtxtÎÄ¼þ£¨Ã¿¸öxmlÎÄ¼þ×ª»»ÎªÒ»¸ötxtÎÄ¼þ£© ÐèÒª×ª»»µÄËùÓÐxmlÎÄ¼þ·ÅÔÚxml_fileÖÐ£¬×ª»»ºóµÄtxtÎÄ¼þ´æ·ÅÔÚtxt_fileÖÐ

ROCÎÄ¼þ¼Ð£º

roc: »æÖÆrocÇúÏßºÍ·ÖÊýÇúÏß²¢¼ÆËãacu¡£Êý¾ÝÀ´Ô´ÓÚdbÁÐ±í

IOU: ¼ÆËãÁ½¾ØÐÎIOU,´«ÈëÊý¾ÝÎªÃ¿¸ö¾ØÐÎÁ½Ìõ¶Ô½ÇÏßµÄºá×Ý×ø±êReframe=[X1,Y1,X2,Y2],GTframe=[X1,Y1,X2,Y2]¡£

read:¶ÁÈ¡xmlÎÄ¼þµÄËùÓÐ±ê×¢µÄ±êÇ©Êý¾Ý(xmin,ymin,xmax,ymax)¡£´«ÈëÊý¾ÝÎª´ý²âÊÔxmlÎÄµµµÄÔªËØ¶ÔÏó¡£

Analyze£º½âÎöxmlÎÄ¼þ²¢µÃ³öIOU±È¶ÔÖÐ±È¶Ô´íÎó(ÖØµþ±ÈÂÊÐ¡ÓÚ0.5£©ºÍ±È¶ÔÕýÈ·µÄ¸öÊý¡£ ÊäÈë£ºtruthÎª±ê×¼xmlÎÄ¼þËùÔÚµÄÎÄ¼þ¼Ð£¬testÎª´ý±È¶ÔµÄxmlÎÄ¼þËùÔÚµÄÎÄ¼þ¼Ð¡£

scoreRoc£º¸ù¾ÝÁÐ±íÊý¾Ý£¬»æÖÆrocÇúÏß ÁÐ±íÃ¿×éÊý¾ÝÎª[wrong,right,score] wrongÓërightÎªÎó¶ÁºÍÕýÈ·µÄ±êÊ¶£¬ÖµÎª1/0£¬scoreÀ´Ô´ÓÚxmlÎÄ¼þ

DataOfRoc:±È½ÏÁ½¸öÎÄ¼þ¼ÐÖÐµÄxmlÎÄ¼þ£¬²¢¼ÆËã³öÎó¶Á¸öÊý£¬Êµ¼ÊÕýÈ·¸öÊý£¬ºÍÕÙ»ØÂÊ

drawpic:¸ù¾ÝÁ½¸öÎÄ¼þ¼ÐÖÐtxtÎÄ¼þ»rocÇúÏßÍ¼¡£Ã¿¸ötxtÎÄ¼þ¶ÔÓ¦ÑÕÉ«ÏàÍ¬µÄÁ½ÌõÇúÏß£¨ÕÙ»ØÂÊÇúÏßºÍ·ÖÊýÇúÏß£©

Metadata

Release files for roc2.1.3 2.1.3

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Source distribution (sdist)

Source distribution for roc2.1.3 2.1.3
File	Size	Uploaded	Provenance	Actions
roc2.1.3-2.1.3.tar.gz	9.2 kB	Aug 20, 2018	Without provenance	Details for roc2.1.3-2.1.3.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for roc2.1.3 2.1.3
File	Interpreter	ABI	Platform	Actions Reset
roc2.1.3-2.1.3-py2.7.egg 23.9 kB Aug 20, 2018 Without provenance	Legacy Egg format	-	-	Details for roc2.1.3-2.1.3-py2.7.egg

Total release size: 33.1 kB

Release files / roc2.1.3-2.1.3.tar.gz

Download URL	roc2.1.3-2.1.3.tar.gz
Size	9.2 kB
Tags	Source
SHA-256 checksum How to use checksums	`e46453c9d32eb620707b0fb295f073feaf2ea14532c3dea45f470ec254f5ca27`
BLAKE2b-256 checksum How to use checksums	`de92040cd984f6cfe6d141cceac580f85370ca703a15fcf4dcf7576aa8ab8a98`
Upload date	Aug 20, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.18.4 setuptools/39.1.0 requests-toolbelt/0.8.0 tqdm/4.24.0 CPython/2.7.15`

Release files / roc2.1.3-2.1.3-py2.7.egg

Download URL	roc2.1.3-2.1.3-py2.7.egg
Size	23.9 kB
Tags	Egg
SHA-256 checksum How to use checksums	`f3a7e1a8368f36031d70776fd9630b5dbdecfb7476bcc98179af533fb98edbd8`
BLAKE2b-256 checksum How to use checksums	`ad5855d60946a0d3545652218b5332a8bbdf25b5132dedbac29f8f1646fb78ef`
Upload date	Aug 20, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/1.11.0 pkginfo/1.4.2 requests/2.18.4 setuptools/39.1.0 requests-toolbelt/0.8.0 tqdm/4.24.0 CPython/2.7.15`

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2.1.3 This release

Aug 20, 2018 2 release files No provenance

roc2.1.3 2.1.3

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