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Detecting and Displaying Pose Landmarks from WebCam Images on a Website — Using Google MediaPipe/pose

Japanese

This demo detects and displays pose landmarks from WebCam images on a website using Google MediaPipe/pose.js.

After granting camera access, the video feed will appear shortly

Make sure your full body is visible to the camera. The system will estimate and display pose landmarks.

Source Code



<!DOCTYPE html>
<html lang="ja">
<head>
  <meta name="viewport" content="width=device-width, initial-scale=1.0, minimum-scale=0.5, maximum-scale=2.0,user-scalable=yes">
  <script src="https://cdn.jsdelivr.net/npm/@mediapipe/camera_utils/camera_utils.js" crossorigin="anonymous"></script>
  <script src="https://cdn.jsdelivr.net/npm/@mediapipe/control_utils/control_utils.js" crossorigin="anonymous"></script>
  <script src="https://cdn.jsdelivr.net/npm/@mediapipe/drawing_utils/drawing_utils.js" crossorigin="anonymous"></script>
  <script src="https://cdn.jsdelivr.net/npm/@mediapipe/pose@0.2/pose.js" crossorigin="anonymous"></script>

  <script type="module">
    let video,can,ctx;
    window.addEventListener('load', async function(event){
      video = document.querySelector('.video');
      can = document.querySelector('.can');
      ctx = can.getContext('2d');

      const pose = new Pose({locateFile: function(file){
        return `https://cdn.jsdelivr.net/npm/@mediapipe/pose@0.2/${file}`;
      }});
      pose.setOptions({
        upperBodyOnly: false,
        smoothLandmarks: true,
        minDetectionConfidence: 0.5,
        minTrackingConfidence: 0.5
      });
      pose.onResults(onResults);

      const camera = new Camera(video, {
        onFrame: async function(){
          await pose.send({image: video});
        },
        width: 640,
        height: 480
      });
      camera.start();
    });

    function onResults(results) {
      ctx.save();
      ctx.clearRect(0, 0, can.width, can.height);
      ctx.drawImage(results.image, 0, 0, can.width, can.height);
      // Draw pose connections (lines)
      drawConnectors(ctx, results.poseLandmarks, POSE_CONNECTIONS, {
        color: '#00F',
        lineWidth: 2
      });
      // Draw pose landmarks (points)
      drawLandmarks(ctx, results.poseLandmarks, {
        color: '#F00',
        lineWidth: 0,
        fillColor: '#800',
        radius: 3
      });
      ctx.restore();
    }
  </script>
</head>
<body>
  <div class="container">
    <video class="video" style="display:none;"></video>
    <canvas class="can" width="640" height="480" style="transform:scale(-1,1);width:90%;max-width:640px;height:auto;"></canvas>
  </div>
</body>
</html>

About the Returned Landmark Values

The results.poseLandmarks array passed to the onResults function contains the following values:

poseLandmarks[0–32].xX‑coordinate of the landmark relative to the image width (range: 0.0–1.0)
poseLandmarks[0–32].yY‑coordinate of the landmark relative to the image height (range: 0.0–1.0)
poseLandmarks[0–32].zDepth value. Using the midpoint of the hips as the origin, smaller values are closer to the camera (predicted only in full‑body mode)
poseLandmarks[0–32].visibilityProbability indicating how visible the landmark is within the image (range: 0.0–1.0)

poseLandmarks[0]NOSE
poseLandmarks[1]LEFT_EYE_INNER
poseLandmarks[2]LEFT_EYE
poseLandmarks[3]LEFT_EYE_OUTER
poseLandmarks[4]RIGHT_EYE_INNER
poseLandmarks[5]RIGHT_EYE
poseLandmarks[6]RIGHT_EYE_OUTER
poseLandmarks[7]LEFT_EAR
poseLandmarks[8]RIGHT_EAR
poseLandmarks[9]MOUTH_LEFT
poseLandmarks[10]MOUTH_RIGHT
poseLandmarks[11]LEFT_SHOULDER
poseLandmarks[12]RIGHT_SHOULDER
poseLandmarks[13]LEFT_ELBOW
poseLandmarks[14]RIGHT_ELBOW
poseLandmarks[15]LEFT_WRIST
poseLandmarks[16]RIGHT_WRIST
poseLandmarks[17]LEFT_PINKY
poseLandmarks[18]RIGHT_PINKY
poseLandmarks[19]LEFT_INDEX
poseLandmarks[20]RIGHT_INDEX
poseLandmarks[21]LEFT_THUMB
poseLandmarks[22]RIGHT_THUMB
poseLandmarks[23]LEFT_HIP
poseLandmarks[24]RIGHT_HIP
poseLandmarks[25]LEFT_KNEE
poseLandmarks[26]RIGHT_KNEE
poseLandmarks[27]LEFT_ANKLE
poseLandmarks[28]RIGHT_ANKLE
poseLandmarks[29]LEFT_HEEL
poseLandmarks[30]RIGHT_HEEL
poseLandmarks[31]LEFT_FOOT_INDEX
poseLandmarks[32]RIGHT_FOOT_INDEX