brain-disease-detection-prediction/index.html at main · emirusahin/brain-disease-detection-prediction · 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
<html>
<head>
    <title>ML Model</title>
    <script>
        function displayPrediction(data) {
            document.getElementById('predictedClass').innerText = 'Class: ' + data.predicted_class;
            document.getElementById('probabilities').innerText = 'Probabilities: ' + JSON.stringify(data.probability);
        }

        function submitForm(event) {
            event.preventDefault();
            var formData = new FormData(document.getElementById('uploadForm'));

            fetch('/predict', {
                method: 'POST',
                body: formData
            })
            .then(response => response.json())
            .then(data => displayPrediction(data))
            .catch(error => console.error('Error:', error));
        }
    </script>
</head>
<body>
    <form id="uploadForm" onsubmit="submitForm(event)">
        <input type="file" name="file" required>
        <input type="submit" value="Predict">
    </form>

    <div id="predictedClass"></div>
    <div id="probabilities"></div>
</body>
</html>