python训练模型识别人脸性别及年龄代码-python代码-BFW代码库

python训练模型识别人脸性别及年龄代码

代码语言：python

代码描述：python训练模型识别人脸性别及年龄代码

下面为部分代码预览，完整代码请点击下载或在bfwstudio webide中打开

#A Gender and Age Detection program by Mahesh Sawant

import cv2
import math
# import argparse

def highlightFace(net, frame, conf_threshold=0.7):
    frameOpencvDnn=frame.copy()
    frameHeight=frameOpencvDnn.shape[0]
    frameWidth=frameOpencvDnn.shape[1]
    blob=cv2.dnn.blobFromImage(frameOpencvDnn, 1.0, (300, 300), [104, 117, 123], True, False)

    net.setInput(blob)
    detections=net.forward()
    faceBoxes=[]
    for i in range(detections.shape[2]):
        confidence=detections[0,0,i,2]
        if confidence>conf_threshold:
            x1=int(detections[0,0,i,3]*frameWidth)
            y1=int(detections[0,0,i,4]*frameHeight)
            x2=int(detections[0,0,i,5]*frameWidth)
            y2=int(detections[0,0,i,6]*frameHeight)
            faceBoxes.append([x1,y1,x2,y2])
            cv2.rectangle(frameOpencvDnn, (x1,y1), (x2,y2), (0,255,0), int(round(frameHeight/150)), 8)
    return frameOpencvDnn,faceBoxes


# parser=argparse.ArgumentParser()
# parser.add_argument('--image')

# args=parser.parse_args()

faceProto="/data/wwwroot/default/model/opencv_face_detector.pbtxt"
faceModel="/data/wwwroot/default/model/opencv_face_detector_uint8.pb"
ageProto="/data/wwwroot/default/model/age_deploy.prototxt"
ageModel="/data/wwwroot/default/model/age_net.caffemodel"
genderProto="/data/wwwroot/default/model/gender_deploy.prototxt"
genderModel="/data/wwwroot/default/model/gender_net.caffemodel"

MODEL_MEAN_VALUES=(78.4263377603, 87.7689143744, 114.895847746)
ageList=['(0-2)', '(4-6)', '(8-12)', '(15-20)', '(25-32).........完整代码请登录后点击上方下载按钮下载查看