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