From 4ebe46cb565efb85b9271e4ef16e560005e7213a Mon Sep 17 00:00:00 2001 From: Heyuxuan <1071816265@qq.com> Date: Fri, 31 May 2024 11:30:28 +0800 Subject: [PATCH] 0531 --- 07 视频检测.py | 8 +- 09数据训练.py | 44 + output/1.何宇轩.jpg | Bin 0 -> 53462 bytes trainer/trainer.yml | 2658 ++++++++++++++++++++++++++++++++++++++++ 4 files changed, 2706 insertions(+), 4 deletions(-) create mode 100644 09数据训练.py create mode 100644 output/1.何宇轩.jpg create mode 100644 trainer/trainer.yml diff --git a/07 视频检测.py b/07 视频检测.py index df65b13..67ff4a4 100644 --- a/07 视频检测.py +++ b/07 视频检测.py @@ -5,8 +5,8 @@ def face_detect_demo(img): #将图片转换为灰度图片 gary = cv.cvtColor(img, cv.COLOR_BGR2GRAY) #自带的分类器 - face_detect = cv.CascadeClassifier('D:/PyCharm 2024.1.1/opencv/sources/data/haarcascades/haarcascade_frontalface_default.xml') - face = face_detect.detectMultiScale(gary) + face_detect = cv.CascadeClassifier('D:/PyCharm 2024.1.1/opencv/sources/data/haarcascades/haarcascade_frontalface_alt2.xml') + face = face_detect.detectMultiScale(gary,1.1,5,0,(50,50),(300,300)) for (x,y,w,h) in face: cv.rectangle(img,(x,y),(x+w,y+h),color=(0,0,255),thickness=2) # 显示图像 @@ -14,7 +14,7 @@ def face_detect_demo(img): #读取摄像头 #cap = cv.VideoCapture(0) -cap = cv.VideoCapture("output/1.mp4") +cap = cv.VideoCapture("pic/1.mp4") #循环 #等待 @@ -23,7 +23,7 @@ while True: if not flag: break face_detect_demo(frame) - if ord('q') == cv.waitKey(0): + if ord('q') == cv.waitKey(10): break #>0 等待delay毫秒 =0 无限等待 <0 等待键盘单击 #释放内存 diff --git a/09数据训练.py b/09数据训练.py new file mode 100644 index 0000000..ddea61d --- /dev/null +++ b/09数据训练.py @@ -0,0 +1,44 @@ +import os +import cv2 +from PIL import Image +import numpy as np + +def getImageAndLabels(path): + #存储人脸数据 + facesSamples=[] + #储存姓名数据 + ids=[] + #存储图片信息 + imagePaths=[os.path.join(path,f) for f in os.listdir(path)] + #加载分类器 + face_detector = cv2.CascadeClassifier('D:/PyCharm 2024.1.1/opencv/sources/data/haarcascades/haarcascade_frontalface_alt2.xml') + #遍历列表的图片 + for imagePath in imagePaths: + #打开图片,灰度化PIL有九种不同模式:1,L,P,PGB,RGBA,CMYK,YcbCr,I,F. + PIL_img = Image.open(imagePath).convert('L') #1代表黑白打开,L代表灰度图像 + #将图像转换为数组,以黑白深浅 + img_numpy = np.array(PIL_img, 'uint8') + #获取图片人脸特征 + faces = face_detector.detectMultiScale(img_numpy) + #获取每张图片的id和姓名 + id = int(os.path.split(imagePath)[1].split('.')[0]) + #预防无面容图片 + for (x,y,w,h) in faces: + ids.append(id) + facesSamples.append(img_numpy[y:y+h,x:x+w]) + #打印脸部特征和id + print('id:',id) + print('fs:',facesSamples) + return facesSamples,ids + +if __name__ == '__main__': + #图片路径 + path='./output/' + #获取图像数组和id标签数组和姓名 + face,ids=getImageAndLabels(path) + #加载识别器 + recognizer=cv2.face.LBPHFaceRecognizer_create() + #训练 + recognizer.train(face,np.array(ids)) + #保存文件 + recognizer.write('trainer/trainer.yml') \ No newline at end of file diff --git a/output/1.何宇轩.jpg b/output/1.何宇轩.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99effc3ccae5350fb5e2d9df1a6fa321a173daf0 GIT binary patch literal 53462 zcmbTdcU+Qh+dmF23`b^I?ma-$9B9r04F@j3O=gZVuq<)pXgN{~&54T~sNkN3xw5Pr zWm$?NGc$9hrj|LH_PhMt_j5nb_xbDh{o?E7r2-e%ah~tvINrzlJN9=9B!acHu>^s^ zAP^Y%0sVakvHD z*~crYpo8YykN1HnQee6<>Bam?=8ccV2!mgg^?ZY4_dpLE6qk@xQB{K@)RFoIM+}XO zEskR>t*mXZPR=f_ZtfmLztd;@&yvUiA)#TH!XqN1;%>wzB;LG5&B&x>W#{DP(Mw91 ztg`Zo%Bs8f*iHAFTUy(mJnic4>3#ORk25qpGWurh?fA#(nc2Ddg-?r1U)R5FY;J9T z|M7EIE-;AuUt$5z{}Swf$+ZuViwigw9>}g-V6Jdraqr{dRnXxRMdKkpl>LgjG5j#| z^y0?HdzADDU&MTa2cZX)ksnpQ?uz!0WdHvJi~WC+>_3A2w_M{O;PimQUB1@R(C}b<5 z1&0>KsJ=-y;S5rF#@Go|xH#U{2K9s{$*Tni!@Ie%qeU|cY*2ipel2)6xFW9<*-{GQ zEAdSxaFWAWl(7p4ietBmVvPY6&fo$T1o&3a|6IOQL=Yld1=dm$ElPzm!5A2hYlQ`Z z+7C10tU+mrBTxdE`3|)w1|wdQX8?5|lU_H0y-TQY`0l;KS>590-i=(FEHjd{q{V2> z+$Y4My&1w0>o6?31;a%RuoG)RS_p&{77N0WkOSlp)G0KEFUA(N!oV4o)@tbx43ju? 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