ml5-examples/javascript/KNNClassification/KNNClassification_Video/index.html at 4491d2eafcfbf89d6ed43ba9c1adfed61c7c3a5d · ml5js/ml5-examples · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
<html>

<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width">
  <title>KNN Classification on Webcam Images with mobileNet.</title>
  <script src="https://unpkg.com/ml5@0.4.0/dist/ml5.min.js" type="text/javascript"></script>
  </head>

<body>
  <h2>KNN Classification on Webcam Images with mobileNet. Built with p5.js</h2>
  <div id="videoContainer">
    <video id="video" width="640" height="480" autoplay></video>
  </div>
  <p id="status">Loading Model...</p>
  <div>
    <button id="load">Load Dataset</button><br />
    <p>If you load this sample classifer dataset. Try to make rock, paper, or scissor gestures to see if the classifier can class them.<br />
      If this sample dataset doesn't work well for you, you could train your own classifier,<br />
      and use the 'Save Dataset' button below to create your own myKNNDataset.json file,<br />
      and replace the myKNNDataset.json in this folder.'
    </p>
  </div>
  <br /><p>
    <span class="emoji"> ✊ </span><button id="addClassRock">Add an Example to Class Rock</button>
    <button id="resetRock">Reset Class Rock</button>
    </p><p><span id="exampleRock">0</span> Rock examples</p>
    <p>| Confidence in Rock is: <span id="confidenceRock">0</span></p>

    <br /><span class="emoji"> 🖐 </span><button id="addClassPaper">Add an Example to Class Paper</button>
    <button id="resetPaper">Reset Class Paper</button>
    <p><span id="examplePaper">0</span> Paper examples</p>
    <p>| Confidence in Paper is: <span id="confidencePaper">0</span></p>

    <br /><span class="emoji"> ✌️ </span><button id="addClassScissor">Add an Example to Class Scissor</button>
    <button id="resetScissor">Reset Class Scissor</button>
    <p><span id="exampleScissor">0</span> Scissor examples</p>
    <p>| Confidence in Scissor is: <span id="confidenceScissor">0</span></p>

  <br />
  <p>
    <button id="buttonPredict">Start predicting!</button><br />
    <button id="clearAll">Clear all classes</button><br />
  </p>
  <p>
    KNN Classifier with mobileNet model labeled this
    as Class: <span id="result">...</span>
    with a confidence of <span id="confidence">...</span>
  </p>
  <div><button id="save">Save Dataset</button></div>
  <script src="sketch.js"></script>
</body>

</html>