From d070bd7e23bf87e3edbfbb4534f064c2dbe338d1 Mon Sep 17 00:00:00 2001
From: liuruoze <liuruoze@163.com>
Date: Sun, 7 May 2017 11:15:08 +0800
Subject: [PATCH] * fix ann_train test bug, make the result initial to 0 not -1

---
 resources/result/Result.xml           | 844 +++++++++++++-------------
 resources/result/accuracy.txt         |   5 +
 resources/result/plateGroundTruth.txt | 245 ++++++++
 src/core/chars_identify.cpp           |  14 +-
 src/train/annCh_train.cpp             |   2 +-
 src/train/ann_train.cpp               |  22 +-
 6 files changed, 693 insertions(+), 439 deletions(-)

diff --git a/resources/result/Result.xml b/resources/result/Result.xml
index 443ec72..4ebae6d 100644
--- a/resources/result/Result.xml
+++ b/resources/result/Result.xml
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+			<taggedRectangle x="900" y="588" width="348" height="109" rotation="6">À¶ÅÆ:½òRB7992</taggedRectangle>
 		</taggedRectangles>
 	</image>
 	<image>
@@ -1457,9 +1469,21 @@
 		</taggedRectangles>
 	</image>
 	<image>
-		<imageName>½òNRL118</imageName>
+		<imageName>ÕãA03168</imageName>
 		<taggedRectangles>
-			<taggedRectangle x="532" y="716" width="175" height="57" rotation="6">À¶ÅÆ:½òNRL118</taggedRectangle>
+			<taggedRectangle x="376" y="152" width="164" height="49" rotation="3">»ÆÅÆ:ÕãA03168</taggedRectangle>
+		</taggedRectangles>
+	</image>
+	<image>
+		<imageName>ÕãA12210</imageName>
+		<taggedRectangles>
+			<taggedRectangle x="298" y="229" width="175" height="50" rotation="4">»ÆÅÆ:¼½QA1221</taggedRectangle>
+		</taggedRectangles>
+	</image>
+	<image>
+		<imageName>ÕãA12903</imageName>
+		<taggedRectangles>
+			<taggedRectangle x="198" y="139" width="176" height="57" rotation="6">»ÆÅÆ:¶õA12903</taggedRectangle>
 		</taggedRectangles>
 	</image>
 	<image>
@@ -1469,9 +1493,9 @@
 		</taggedRectangles>
 	</image>
 	<image>
-		<imageName>½òRB7992</imageName>
+		<imageName>ÕãA13840</imageName>
 		<taggedRectangles>
-			<taggedRectangle x="900" y="588" width="348" height="109" rotation="6">À¶ÅÆ:½òRB7992</taggedRectangle>
+			<taggedRectangle x="308" y="254" width="180" height="62" rotation="3">»ÆÅÆ:ÔÆWA1384</taggedRectangle>
 		</taggedRectangles>
 	</image>
 	<image>
@@ -1487,21 +1511,15 @@
 		</taggedRectangles>
 	</image>
 	<image>
-		<imageName>ÍîA22T43</imageName>
-		<taggedRectangles>
-			<taggedRectangle x="274" y="492" width="149" height="35" rotation="-3">À¶ÅÆ:ÍîA22143</taggedRectangle>
-		</taggedRectangles>
-	</image>
-	<image>
-		<imageName>ÕãA03168</imageName>
+		<imageName>ÕãA21027</imageName>
 		<taggedRectangles>
-			<taggedRectangle x="376" y="152" width="164" height="49" rotation="3">»ÆÅÆ:ÕãA03168</taggedRectangle>
+			<taggedRectangle x="411" y="285" width="167" height="43" rotation="4">À¶ÅÆ:ÕãA21097</taggedRectangle>
 		</taggedRectangles>
 	</image>
 	<image>
-		<imageName>ÕãA12210</imageName>
+		<imageName>ÍîA22T43</imageName>
 		<taggedRectangles>
-			<taggedRectangle x="298" y="229" width="175" height="50" rotation="4">»ÆÅÆ:¼½QA1221</taggedRectangle>
+			<taggedRectangle x="274" y="492" width="149" height="35" rotation="-3">À¶ÅÆ:ÍîA22143</taggedRectangle>
 		</taggedRectangles>
 	</image>
 	<image>
@@ -1516,30 +1534,12 @@
 			<taggedRectangle x="292" y="1437" width="98" height="26" rotation="1">À¶ÅÆ:ÍîA30123</taggedRectangle>
 		</taggedRectangles>
 	</image>
-	<image>
-		<imageName>ÕãA12903</imageName>
-		<taggedRectangles>
-			<taggedRectangle x="198" y="139" width="176" height="57" rotation="6">»ÆÅÆ:¶õA12903</taggedRectangle>
-		</taggedRectangles>
-	</image>
 	<image>
 		<imageName>ÍîA45277</imageName>
 		<taggedRectangles>
 			<taggedRectangle x="487" y="961" width="153" height="49" rotation="4">»ÆÅÆ:ÍîA45277</taggedRectangle>
 		</taggedRectangles>
 	</image>
-	<image>
-		<imageName>ÕãA13840</imageName>
-		<taggedRectangles>
-			<taggedRectangle x="308" y="254" width="180" height="62" rotation="3">»ÆÅÆ:ÔÆWA1384</taggedRectangle>
-		</taggedRectangles>
-	</image>
-	<image>
-		<imageName>ÕãA21027</imageName>
-		<taggedRectangles>
-			<taggedRectangle x="411" y="285" width="167" height="43" rotation="4">À¶ÅÆ:ÕãA21097</taggedRectangle>
-		</taggedRectangles>
-	</image>
 	<image>
 		<imageName>ÍîA80003</imageName>
 		<taggedRectangles>
diff --git a/resources/result/accuracy.txt b/resources/result/accuracy.txt
index 243b07f..7e21894 100644
--- a/resources/result/accuracy.txt
+++ b/resources/result/accuracy.txt
@@ -3278,3 +3278,8 @@ Recall:85.1281%, Precise:80.5653%, Fscore:82.7839%.
 Recall:85.1281%, Precise:80.5653%, Fscore:82.7839%.
 0-error:70.6122%,  1-error:82.8571%,  Chinese-precise:86.5306%  
 ×ܹ²Ê±¼ä: 152Ãë,  ƽ¾ùÖ´ÐÐʱ¼ä:0.59375Ãë
+2017-05-07 11:06:01
+×ÜͼƬÊý:256,  Plates count:297,  δ¶¨Î»³µÅÆ:23,  ¼ì³öÂÊ:92.2559%  
+Recall:85.1281%, Precise:80.5653%, Fscore:82.7839%.
+0-error:70.6122%,  1-error:82.8571%,  Chinese-precise:86.5306%  
+×ܹ²Ê±¼ä: 156Ãë,  ƽ¾ùÖ´ÐÐʱ¼ä:0.609375Ãë
diff --git a/resources/result/plateGroundTruth.txt b/resources/result/plateGroundTruth.txt
index 19a104a..238182e 100644
--- a/resources/result/plateGroundTruth.txt
+++ b/resources/result/plateGroundTruth.txt
@@ -10531,3 +10531,248 @@ plate_3_241.jpg:
 plate_3_242.jpg:ÍîA85890
 plate_3_243.jpg:ÍîA87271
 plate_3_244.jpg:ÍîAA3610
+plate_3_0.jpg:¾©A88731
+plate_3_1.jpg:ÔÁBR75Y3
+plate_3_2.jpg:¾©CX8888
+plate_3_3.jpg:ÔÁBTT255
+plate_3_4.jpg:´¨C28888
+plate_3_5.jpg:ÔÁA961F3
+plate_3_6.jpg:ÕãA26M71
+plate_3_7.jpg:ËÕBGG522
+plate_3_8.jpg:ÔÁBW44R6
+plate_3_9.jpg:ÍîAH8331
+plate_3_10.jpg:ÔÁBZ756T
+plate_3_11.jpg:ÕãA50819
+plate_3_12.jpg:ÔÁBZ89M9
+plate_3_13.jpg:ÔÁAA0825
+plate_3_14.jpg:ËÕBU5838
+plate_3_15.jpg:ÕãA54614
+plate_3_16.jpg:ÏæA11R55
+plate_3_17.jpg:ÏæA31Y83
+plate_3_18.jpg:¾©H99999
+plate_3_19.jpg:ÍîAK169H
+plate_3_20.jpg:ÔÁAAA379
+plate_3_21.jpg:ÍîAL025S
+plate_3_22.jpg:ÔÁCXE592
+plate_3_23.jpg:»¦A51V39
+plate_3_24.jpg:ÔÁAAB457
+plate_3_25.jpg:ÕãA72220
+plate_3_26.jpg:ÍîAS3165
+plate_3_27.jpg:ËÕCTF181
+plate_3_28.jpg:ÕãA88888
+plate_3_29.jpg:ÔÁAAC044
+plate_3_30.jpg:ÔÁE9R439
+plate_3_31.jpg:ÍîAT789S
+plate_3_32.jpg:»¦AGH092
+plate_3_33.jpg:ËÕDLA031
+plate_3_34.jpg:ÕãA95044
+plate_3_35.jpg:¶õCA9622
+plate_3_36.jpg:ÏæA3685C
+plate_3_37.jpg:ÏæA7GB86
+plate_3_38.jpg:¼½FA3215
+plate_3_39.jpg:ÏæAT1203
+plate_3_40.jpg:ÔÁ0A2160
+plate_3_41.jpg:ÍîATH859
+plate_3_42.jpg:ÔÁAAD348
+plate_3_43.jpg:»¦ALB022
+plate_3_44.jpg:ÕãAA2270
+plate_3_45.jpg:´¨A019W2
+plate_3_46.jpg:ËÕE2Y256
+plate_3_47.jpg:ÔÁ0A9112
+plate_3_48.jpg:»¦AP0910
+plate_3_49.jpg:ÍîAUB816
+plate_3_50.jpg:´¨A095Q5
+plate_3_51.jpg:ÕãAA4586
+plate_3_52.jpg:ËÕE75614
+plate_3_53.jpg:ÔÁAAF230
+plate_3_54.jpg:ÕãAA5547
+plate_3_55.jpg:ÔÁ0T9048
+plate_3_56.jpg:´¨A09X20
+plate_3_57.jpg:ÍîAX688A
+plate_3_58.jpg:ËÕEB68W9
+plate_3_59.jpg:ÏæA3MA06
+plate_3_60.jpg:ÏæAY4936
+plate_3_61.jpg:´¨A105LR
+plate_3_62.jpg:ÍîBBC666
+plate_3_63.jpg:ÕãAC1847
+plate_3_64.jpg:ÔÁA883J9
+plate_3_65.jpg:ÔÁAB288Y
+plate_3_66.jpg:´¨A113YP
+plate_3_67.jpg:ÍîEZM618
+plate_3_68.jpg:ÔÁSD050L
+plate_3_69.jpg:Ô¥K91239
+plate_3_70.jpg:»¦D71603
+plate_3_71.jpg:ÍîF71646
+plate_3_72.jpg:´¨A561WP
+plate_3_73.jpg:Ô¥S33909
+plate_3_74.jpg:´¨A572F4
+plate_3_75.jpg:ÕãAM690M
+plate_3_76.jpg:ÏæA53U19
+plate_3_77.jpg:»¦J32500
+plate_3_78.jpg:ÍîM69311
+plate_3_79.jpg:´¨A762ZS
+plate_3_80.jpg:´¨A82M83
+plate_3_81.jpg:ÕãB7C289
+plate_3_82.jpg:ÔÁAF9C00
+plate_3_83.jpg:ÍîP77222
+plate_3_84.jpg:Ô¥U00000
+plate_3_85.jpg:ÔÁTD1291
+plate_3_86.jpg:´¨A88888
+plate_3_87.jpg:»¦JS6999
+plate_3_88.jpg:ÕãC01701
+plate_3_89.jpg:ÏæA5RM87
+plate_3_90.jpg:ÍîQ0686ѧ
+plate_3_91.jpg:´¨AA662F
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+plate_3_93.jpg:´¨AE8H60
+plate_3_94.jpg:»¦K62933
+plate_3_95.jpg:ÍîQ15538
+plate_3_96.jpg:ÔÁAL6212
+plate_3_97.jpg:¸ÓA82F36
+plate_3_98.jpg:ÏæAB148G
+plate_3_99.jpg:ÕãA88888
+plate_3_100.jpg:ÍîQ19917
+plate_3_101.jpg:´¨AGU052
+plate_3_102.jpg:ÕãE6686V
+plate_3_103.jpg:ÍîQ80197
+plate_3_104.jpg:ÏæA97971
+plate_3_105.jpg:ÔÁAV0U41
+plate_3_106.jpg:ÍîQA2825
+plate_3_107.jpg:´¨AGU801
+plate_3_108.jpg:ËÕA0CP56
+plate_3_109.jpg:ÔÁB0K999
+plate_3_110.jpg:»¦KT5583
+plate_3_111.jpg:ÕãF397C0
+plate_3_112.jpg:ÁÉB99999
+plate_3_113.jpg:ÔÁB2757B
+plate_3_114.jpg:´¨AKM065
+plate_3_115.jpg:ÕãF99999
+plate_3_116.jpg:ÔÁB2LR57
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+plate_3_118.jpg:ÁÉBG0D80
+plate_3_119.jpg:ÔÁB3RS91
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+plate_3_121.jpg:ÁÉBMW005
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+plate_3_123.jpg:ÔÁB4051L
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+plate_3_126.jpg:¼½DPF690
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+plate_3_131.jpg:ÔÁB450LJ
+plate_3_132.jpg:ÁÉPE9218
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+plate_3_137.jpg:ÃöCPB592
+plate_3_138.jpg:½òDTG667
+plate_3_139.jpg:´¨AR9X49
+plate_3_140.jpg:ÃöHB1508
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+plate_3_145.jpg:´¨AUU093
+plate_3_146.jpg:ÔÁB5W601
+plate_3_147.jpg:ÕãL11921
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+plate_3_235.jpg:ÕãA21027
+plate_3_236.jpg:ÍîA22T43
+plate_3_237.jpg:ÍîA30123
+plate_3_238.jpg:ÍîA45277
+plate_3_239.jpg:ÍîA80003
+plate_3_240.jpg:ÍîA80375
+plate_3_241.jpg:ÍîA85501
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diff --git a/src/core/chars_identify.cpp b/src/core/chars_identify.cpp
index 890de11..a88d727 100644
--- a/src/core/chars_identify.cpp
+++ b/src/core/chars_identify.cpp
@@ -67,7 +67,7 @@ void CharsIdentify::classify(cv::Mat featureRows, std::vector<int>& out_maxIndex
 
   for (int output_index = 0; output_index < rowNum; output_index++) {
     Mat output_row = output.row(output_index);
-    int result = -1;
+    int result = 0;
     float maxVal = -2.f;
     bool isChinses = isChineseVec[output_index];
     if (!isChinses) {
@@ -118,7 +118,7 @@ void CharsIdentify::classify(std::vector<CCharacter>& charVec){
     CCharacter& character = charVec[output_index];
     Mat output_row = output.row(output_index);
 
-    int result = -1;
+    int result = 0;
     float maxVal = -2.f;
     std::string label = "";
 
@@ -180,7 +180,7 @@ void CharsIdentify::classifyChineseGray(std::vector<CCharacter>& charVec){
     bool isChinese = true;
 
     float maxVal = -2;
-    int result = -1;
+    int result = 0;
 
     for (int j = 0; j < kChineseNumber; j++) {
       float val = output_row.at<float>(j);
@@ -234,7 +234,7 @@ void CharsIdentify::classifyChinese(std::vector<CCharacter>& charVec){
     bool isChinese = true;
 
     float maxVal = -2;
-    int result = -1;
+    int result = 0;
 
     for (int j = 0; j < kChineseNumber; j++) {
       float val = output_row.at<float>(j);
@@ -267,7 +267,7 @@ void CharsIdentify::classifyChinese(std::vector<CCharacter>& charVec){
 }
 
 int CharsIdentify::classify(cv::Mat f, float& maxVal, bool isChinses, bool isAlphabet){
-  int result = -1;
+  int result = 0;
 
   cv::Mat output(1, kCharsTotalNumber, CV_32FC1);
   ann_->predict(f, output);
@@ -342,7 +342,7 @@ bool CharsIdentify::isCharacter(cv::Mat input, std::string& label, float& maxVal
 std::pair<std::string, std::string> CharsIdentify::identifyChinese(cv::Mat input, float& out, bool& isChinese) {
   cv::Mat feature = charFeatures(input, kChineseSize);
   float maxVal = -2;
-  int result = -1;
+  int result = 0;
 
   cv::Mat output(1, kChineseNumber, CV_32FC1);
   annChinese_->predict(feature, output);
@@ -379,7 +379,7 @@ std::pair<std::string, std::string> CharsIdentify::identifyChineseGray(cv::Mat i
   cv::Mat feature;
   extractFeature(input, feature);
   float maxVal = -2;
-  int result = -1;
+  int result = 0;
   cv::Mat output(1, kChineseNumber, CV_32FC1);
   annGray_->predict(feature, output);
 
diff --git a/src/train/annCh_train.cpp b/src/train/annCh_train.cpp
index c066484..ec98607 100644
--- a/src/train/annCh_train.cpp
+++ b/src/train/annCh_train.cpp
@@ -91,7 +91,7 @@ std::pair<std::string, std::string> AnnChTrain::identifyGrayChinese(cv::Mat inpu
   Mat feature;
   extractFeature(input, feature);
   float maxVal = -2;
-  int result = -1;
+  int result = 0;
 
   cv::Mat output(1, kChineseNumber, CV_32FC1);
   ann_->predict(feature, output);
diff --git a/src/train/ann_train.cpp b/src/train/ann_train.cpp
index 8c1b828..51aec1f 100644
--- a/src/train/ann_train.cpp
+++ b/src/train/ann_train.cpp
@@ -22,6 +22,7 @@ AnnTrain::AnnTrain(const char* chars_folder, const char* xml)
 }
 
 void AnnTrain::train() {
+  
   int classNumber = 0;
 
   cv::Mat layers;
@@ -93,17 +94,16 @@ void AnnTrain::train() {
   ann_->train(traindata);
   long end = utils::getTimestamp();
   ann_->save(ann_xml_);
- 
+  
   test();
   std::cout << "Your ANN Model was saved to " << ann_xml_ << std::endl;
-  std::cout << "Training done. Time elapse: " << (end - start) / (1000 * 60) << "minute"
-    << std::endl;
+  std::cout << "Training done. Time elapse: " << (end - start) / (1000 * 60) << "minute" << std::endl;
 }
 
 std::pair<std::string, std::string> AnnTrain::identifyChinese(cv::Mat input) {
   cv::Mat feature = charFeatures2(input, kPredictSize);
   float maxVal = -2;
-  int result = -1;
+  int result = 0;
 
   cv::Mat output(1, kChineseNumber, CV_32FC1);
   ann_->predict(feature, output);
@@ -129,14 +129,15 @@ std::pair<std::string, std::string> AnnTrain::identifyChinese(cv::Mat input) {
 std::pair<std::string, std::string> AnnTrain::identify(cv::Mat input) {
   cv::Mat feature = charFeatures2(input, kPredictSize);
   float maxVal = -2;
-  int result = -1;
+  int result = 0;
 
+  //std::cout << feature << std::endl;
   cv::Mat output(1, kCharsTotalNumber, CV_32FC1);
   ann_->predict(feature, output);
-
+  //std::cout << output << std::endl;
   for (int j = 0; j < kCharsTotalNumber; j++) {
     float val = output.at<float>(j);
-    // std::cout << "j:" << j << "val:" << val << std::endl;
+    //std::cout << "j:" << j << "val:" << val << std::endl;
     if (val > maxVal) {
       maxVal = val;
       result = j;
@@ -177,6 +178,10 @@ void AnnTrain::test() {
 
     for (auto file : chars_files) {
       auto img = cv::imread(file, 0);  // a grayscale image
+      if (!img.data) {
+        //cout << "Null pointer!" << endl;
+        continue;
+      }
       std::pair<std::string, std::string> ch;
 
       if (type == 0) ch = identify(img);
@@ -186,8 +191,7 @@ void AnnTrain::test() {
         ++corrects;
         ++corrects_all;
       } else {
-        error_files.push_back(
-            std::make_pair(utils::getFileName(file), ch.second));
+        error_files.push_back(std::make_pair(utils::getFileName(file), ch.second));
       }
       ++sum;
       ++sum_all;