File size: 1,643 Bytes
4c1a791
 
 
 
 
 
244431c
4c1a791
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>MNIST Digit Classification</title>
    <link rel="stylesheet" href="{{ url_for('static', path='/css/style.css') }}">
    <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
</head>
<body>
    <div class="container">
        <h1>MNIST Digit Classification</h1>
        <div class="card">
            <p class="hero-text">Train and test neural networks for handwritten digit recognition using the MNIST dataset.</p>
        </div>
        <div class="button-container">
            <a href="/train" class="btn">Train Model</a>
            <a href="/inference" class="btn">Test Model</a>
        </div>
        
        <div class="features-grid">
            <div class="card">
                <h3>Train Models</h3>
                <p>Configure and train custom neural networks with different architectures.</p>
            </div>
            <div class="card">
                <h3>Compare Performance</h3>
                <p>Train multiple models simultaneously and compare their performance.</p>
            </div>
            <div class="card">
                <h3>Real-time Visualization</h3>
                <p>Monitor training progress with live loss and accuracy curves.</p>
            </div>
            <div class="card">
                <h3>Interactive Testing</h3>
                <p>Draw digits and test the model's prediction capabilities in real-time.</p>
            </div>
        </div>
    </div>
</body>
</html>