PoseModule.py

import cv2
import mediapipe as mp
import time


class poseDetector():

    def __init__(self, mode=False, modelComp=1, smoothLm=True, enableSeg=False, smoothSeg=True,
                 detectionCon=0.5, trackCon=0.5):

        self.mode = mode
        self.modelComp = modelComp
        self.smooth = smoothLm
        self.enableSeg = enableSeg
        self.smoothSeg = smoothSeg
        self.detectionCon = detectionCon
        self.trackCon = trackCon

        self.mpDraw = mp.solutions.drawing_utils
        self.mpPose = mp.solutions.pose
        self.pose = self.mpPose.Pose(self.mode, self.modelComp, self.smooth, self.enableSeg, self.smoothSeg,
                                     self.detectionCon, self.trackCon)

    def findPose(self, img, draw=True):
        imgRGB = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
        self.results = self.pose.process(imgRGB)
        if self.results.pose_landmarks:
            if draw:
                self.mpDraw.draw_landmarks(img, self.results.pose_landmarks, self.mpPose.POSE_CONNECTIONS)
        return img

    def findPosition(self, img, draw=True):
        lmList = []
        if self.results.pose_landmarks:
            for id, lm in enumerate(self.results.pose_landmarks.landmark):
                h, w, c = img.shape
                cx, cy = int(lm.x * w), int(lm.y * h)
                lmList.append([id, cx, cy])
                if draw:
                    cv2.circle(img, (cx, cy), 5, (255, 0, 0), cv2.FILLED)
        return lmList


def main():
    # cap = cv2.VideoCapture(0) #WebCam
    cap = cv2.VideoCapture('../videos/1.mp4') #Downloaded Video
    pTime = 0
    detector = poseDetector()

    while True:
        success, img = cap.read()
        img = detector.findPose(img)
        lmList = detector.findPosition(img, draw=True)
        if len(lmList) != 0:
            print(lmList[14])
            cv2.circle(img, (lmList[14][1], lmList[14][2]), 5, (255, 0, 0), cv2.FILLED)

        cTime = time.time()
        fps = 1 / (cTime - pTime)
        pTime = cTime

        cv2.putText(img, str(int(fps)), (70, 50), cv2.FONT_HERSHEY_PLAIN, 3, (255, 0, 255), 3)
        cv2.imshow("Image", img)

        cv2.waitKey(1)


if __name__ == "__main__":
    main()