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HTML

              
                <!DOCTYPE html>
<html>
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <!-- Link to our CSS stylesheet -->
  <link rel="stylesheet" type="text/css" href="./styles.css">
  <!-- CDN Link to the ml5 library -->
  <script type="text/javascript" src="https://unpkg.com/ml5@0.4.3/dist/ml5.min.js"></script>
  <title>Image Classification</title>
</head>
<body>

  <!-- container -->
  <div class="container">
    
    <p style="position:absolute; top: 0; left: 0; color: #000; margin: 20px"><b>Important Message: </b> If you are seeing this on codepen, then try to <b>upload a new image</b> and then try to PREDICT it. The default image doesn't work perfectly on Codepen.</p>

    <!-- image-box -->
    <div class="image-box">
      <img src="https://i.ibb.co/0CHS6pz/animal.jpg" class="image">
      <!-- label-text -->
      <p class="label-text">Unidentified</p>
      <!-- accuracy-text -->
      <p class="accuracy-text">Accuracy: 0%</p>
    </div>

    <!-- upload-btn will go here -->
    <input type="file" class="upload-btn" />
    
    <!-- predict-btn (disabled) -->
    <button class="predict-btn" disabled>PREDICT</button>

  </div>
  
  <!-- Link to our Javascript file  -->
  <script src="./script.js"></script>
</body>
</html>
              
            
!

CSS

              
                /* common styles */
* {
  padding: 0;
  margin: 0;
  box-sizing: border-box;
}

/* body */
body {
  width: 100vw; /* 100% viewport width */
  height: 100vh; /* 100% viewport height */
  overflow-x: hidden;
  display: flex;
  justify-content: center; /* horizontally center */
  align-items: center; /* vertically center */
  background: linear-gradient(to right, #0072ff, #00c6ff); /* background color */
  font-size: 1.2rem; /* default font-size */
  font-family: sans-serif;
}

/* .container */
.container {
  display: flex;
  flex-direction: column;
  justify-content: center; /* now this is for vertically center. Because of flex-direction: column; */
  align-items: center; /* horizontally center */
}

/* .image-box */
.image-box {
  background-color: #fff;
  padding: 15px; /* inner spacing */
  margin: 30px 0px 10px 0px; /* outer spacing. Order -> top right bottom left*/
  display: flex;
  flex-direction: column;
  align-items: center;
  text-align: center;
}

/* .image */
.image {
  width: 230px; /* the more you increase width, the more precise the prediction will be! */
  margin-bottom: 15px;
}

/* .label-text */
.label-text {
  font-size: 1.5rem;
  font-family: cursive;
  max-width: 200px;
  margin-bottom: 7px;
}

/* .accuracy-text */
.accuracy-text {
  margin-bottom: 2px;
}

/* .predict-btn */
.predict-btn {
  background-color: #00ff00;
  font-size: 1.4rem;
  padding: 5px;
  margin: 20px 0px; /* top-bottom left-right */
  outline: none;
  cursor: pointer;
  border-radius: 3px;
  box-shadow: 2px 2px 2px rgba(0, 0, 0, 0.5); /* x-offset y-offset blur-radius color  */
}

/* .upload-btn styles will go here */
/* hide the default upload button */
.upload-btn::-webkit-file-upload-button {
  display: none;
}

/* create our own upload button */
.upload-btn::before {
  content: 'Upload Image';
  display: block;
  background-color: yellow;
  font-size: 1.3rem;
  text-align: center;
  padding: 5px 8px;
  margin: 15px 0px 0px 0px;
  border-radius: 3px; /* for curved edges */
  border: none;
  outline: none;
  cursor: pointer;
  box-shadow: 2px 3px 9px rgba(0, 0, 0, 0.5);
}

/* remove the "outline" and "border" */
input[type="file" i] {
  outline: none;
  border: none;
}

              
            
!

JS

              
                // grab reference for needed elements
// .image
const image = document.querySelector('.image');
// .label-text
const labelText = document.querySelector('.label-text');
// .accuracy-text
const accuracyText = document.querySelector('.accuracy-text');
// .predict-btn
const predictBtn = document.querySelector('.predict-btn');
// .upload-btn will go here
const uploadBtn = document.querySelector('.upload-btn');

// Loading our MobileNet model
const model = ml5.imageClassifier("MobileNet", modelLoaded);

// modelLoaded() callback function definition
function modelLoaded() {
  
  // first just console.log() 'Model Loaded'
  console.log('Model Loaded!');
  // then enable the .predict-btn
  predictBtn.disabled = false;

  /* then attach an 'click' eventListener to .predict-btn */
  predictBtn.addEventListener('click', predict);
}

// predict() callback function definition
function predict() {
  /* take the .image and classify() it */
  model.classify(image, function (error, results) {
    // check if error happened
    if (error) {
      // just console.log() the error
      console.log('Error: ', error);
    } else {
      /* from "results" array, grab first element's "label" and "confidence" level */
      const label = results[0].label.toUpperCase();
      const accuracy = (results[0].confidence * 100).toFixed(2);

      /* update .label-text and .accuracy-text */
      labelText.innerText = label;
      /* Careful Here: Use back-ticks ``, Not single quote '' or double quote "" */
      accuracyText.innerText = `Accuracy: ${accuracy}%`;
    }
  });
}

/* attach a 'change' eventListener to .upload-btn */
uploadBtn.addEventListener('change', function (event) {
  // check if user had selected any file
  if (event.target.files[0]) {
    /* create an ObjectURL for the selected/uploaded file */
    const objectURL = URL.createObjectURL(event.target.files[0]);

    /* then replace previous .image on DOM with the new file the user had uploaded */
    image.src = objectURL;
  }
});

              
            
!
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