iframe-proxy | Sunbelt Computer Software

41 lines (31 loc) · 1019 Bytes

import face
from PyQt4.QtCore import QThread
class Recognizer(QThread):
    faceImage = None
    model = None
    result = None
    label = None
    confidence = None
    def __init__(self):
        super(Recognizer, self).__init__()
    def run(self):
        if self.faceImage is None:
            # print 'face Image is None'
            return
        self.result = face.detectSingleFace(self.faceImage)
        if self.result is None:
            # print 'Could not detect single face!'
            return
        if self.model is None:
            # only return result when model is None
            return
        else:
            # print 'face detected'
            x, y, w, h = self.result
            # crop
            crop = face.resize(face.crop(self.faceImage, x, y, w, h))
            self.label, self.confidence = self.model.predict(crop)
    def startRec(self, image, model):
        self.faceImage = image
        self.model = model
        self.start()

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