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File size: 2,104 Bytes
6bf9e00 7a8c53b 6bf9e00 | 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 | {% extends "base.html" %}
{% block title %}Welcome | Traffic Sign Classifier{% endblock %}
{% block body_class %}home-page{% endblock %}
{% block content %}
<section class="hero">
<div class="hero-copy">
<p class="eyebrow">Flask + CNN deployment</p>
<h1>Traffic sign recognition with user feedback history.</h1>
<p class="lead">
Upload a traffic sign image, classify it with <strong>traffic_classifier.h5</strong>,
and keep every prediction linked to the authenticated user.
</p>
<div class="hero-actions">
<a class="button primary" href="{{ url_for('register') }}">Create account</a>
<a class="button secondary" href="{{ url_for('login') }}">Login</a>
</div>
</div>
<div class="signal-panel" aria-label="Application workflow">
<div class="signal-head">
<span class="dot red"></span>
<span class="dot amber"></span>
<span class="dot green"></span>
<span>deployment.plan</span>
</div>
<div class="signal-body">
<div class="workflow-step">
<span>01</span>
<p>Register or login before using the model.</p>
</div>
<div class="workflow-step">
<span>02</span>
<p>Upload a sign image and receive the predicted class.</p>
</div>
<div class="workflow-step">
<span>03</span>
<p>Mark predictions as true or false for later analysis.</p>
</div>
<div class="workflow-step">
<span>04</span>
<p>Review your dashboard and history inside the container database.</p>
</div>
</div>
</div>
</section>
<section class="feature-band">
<article>
<h2>Authentication</h2>
<p>Each user has an account, a protected classifier page, and a private prediction history.</p>
</article>
<article>
<h2>Model Ready</h2>
<p>The app loads <code>traffic_classifier.h5</code> from the project root during startup.</p>
</article>
<article>
<h2>Feedback Loop</h2>
<p>True/false labels are saved with predictions so the dashboard can show reviewed accuracy.</p>
</article>
</section>
{% endblock %}
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