Forward Head Posture Detection For Patients

Senior_project

  • Result

Figure 1. find turtle-neck 
class Angle:
    def __init__(self,point1,point2,point3,point4):
        self.point1 = point1
        self.point2 = point2 
        self.point3 = point3 
        self.point4 = point4

    def xyztoangle(self):
        return math.degrees(math.atan2(self.point4-self.point2,self.point3-self.point1))    
    
    def distance(self):
        return math.sqrt((self.point4-self.point2)*(self.point4-self.point2)+(self.point3-self.point1)*(self.point3-self.point1))

  • transfer learning

Figure 2. pretrained weight from Yolo with Imagenet

  • HR__net

Figutre 3. Left is HR_net framework, right is image modified annotation