project/prediction_ct.html at master · amanmistry/project · 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
55
56
57
58
59
60
61
62
63
64
65
66
67
<!-- Write your comments here -->
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>ct prediction</title>
</head>
<body>
    <input type="file" id="image_selector">
    <button id="predict_button">Predict</button>
    <p style="font-weight: bold">Predictions</p>
    <br>
    <table>
        <tr>
            <th>sr no</th>
            <th>fine tuned model</th>
            <th>normal</th>
            <th>covid</th>
        </tr>

        <tr>
        <td>1</td>
        <td>MobilenetV2</td>
        <td><span id="non_covid"></span></td>
        <td><span id="covid"></span></td>
        </tr>

    </table>
    <!-- Write your comments here -->
    <img src="" id="selected_image"/>
    <script
    src="https://code.jquery.com/jquery-3.5.1.min.js"
    integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0="
    crossorigin="anonymous"></script>

    <script>
        let base64Image;
        $('#image_selector').change(function(){
            let reader=new FileReader();
            reader.onload=function(e){
                let dataURL=reader.result;
                $('#selected_image').attr("src",dataURL);
                base64Image=dataURL.replace("data:image/png;base64","");
                console.log(base64Image);
            }
            reader.readAsDataURL($("#image_selector")[0].files[0]);
            $("#non_covid").text("");
            $("#covid").text("");

        });

        $("#predict_button").click(function(event){
            let message={
                image:base64Image
            }
            console.log(message);
            $.post("http://127.0.0.1:5000/predict_ct",JSON.stringify(message),function(response){
                console.log(response);
                $("#non_covid").text(response.prediction.non_covid);
                $("#covid").text(response.prediction.covid);
                // console.log(response);
            });
        });
    </script>
</body>
</html>