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Browse files
anxiety_app/__init__.py CHANGED
@@ -1,6 +1,5 @@
1
  """Application factory for the multimodal affect-screening app."""
2
  from flask import Flask
3
- from flask_bootstrap import Bootstrap
4
 
5
  from .logging_config import configure_logging
6
 
@@ -8,7 +7,6 @@ from .logging_config import configure_logging
8
  def create_app():
9
  configure_logging()
10
  app = Flask(__name__) # templates/ and static/ live inside this package
11
- Bootstrap(app)
12
 
13
  from .routes import main
14
  app.register_blueprint(main)
 
1
  """Application factory for the multimodal affect-screening app."""
2
  from flask import Flask
 
3
 
4
  from .logging_config import configure_logging
5
 
 
7
  def create_app():
8
  configure_logging()
9
  app = Flask(__name__) # templates/ and static/ live inside this package
 
10
 
11
  from .routes import main
12
  app.register_blueprint(main)
anxiety_app/static/app.css ADDED
@@ -0,0 +1,191 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ :root {
2
+ --bg: #0b0f14;
3
+ --bg-soft: #0f151c;
4
+ --surface: #151c25;
5
+ --surface-2: #1b242f;
6
+ --border: #243040;
7
+ --text: #e6edf3;
8
+ --muted: #93a1b1;
9
+ --primary: #6366f1;
10
+ --primary-2: #8b5cf6;
11
+ --face: #38bdf8;
12
+ --voice: #fb7185;
13
+ --phq: #34d399;
14
+ --danger: #f87171;
15
+ --radius: 16px;
16
+ --shadow: 0 10px 30px rgba(0, 0, 0, 0.35);
17
+ --maxw: 1080px;
18
+ }
19
+
20
+ * { box-sizing: border-box; }
21
+
22
+ html, body { margin: 0; padding: 0; }
23
+
24
+ body {
25
+ background:
26
+ radial-gradient(900px 500px at 80% -10%, rgba(99, 102, 241, 0.18), transparent 60%),
27
+ radial-gradient(700px 500px at 0% 0%, rgba(139, 92, 246, 0.12), transparent 55%),
28
+ var(--bg);
29
+ color: var(--text);
30
+ font-family: "Inter", -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
31
+ line-height: 1.6;
32
+ min-height: 100vh;
33
+ display: flex;
34
+ flex-direction: column;
35
+ }
36
+
37
+ .container { width: 100%; max-width: var(--maxw); margin: 0 auto; padding: 0 20px; }
38
+
39
+ /* ---------- header / nav ---------- */
40
+ .site-header {
41
+ position: sticky;
42
+ top: 0;
43
+ z-index: 50;
44
+ backdrop-filter: blur(10px);
45
+ background: rgba(11, 15, 20, 0.72);
46
+ border-bottom: 1px solid var(--border);
47
+ }
48
+ .header-inner { display: flex; align-items: center; justify-content: space-between; height: 64px; }
49
+ .brand { font-weight: 800; font-size: 1.15rem; text-decoration: none; color: var(--text); letter-spacing: -0.02em; }
50
+ .brand-mark { color: var(--primary-2); margin-right: 4px; }
51
+ .brand-accent { color: var(--muted); font-weight: 600; }
52
+ .nav { display: flex; gap: 4px; }
53
+ .nav a {
54
+ color: var(--muted);
55
+ text-decoration: none;
56
+ font-weight: 500;
57
+ font-size: 0.95rem;
58
+ padding: 8px 14px;
59
+ border-radius: 10px;
60
+ transition: all 0.15s ease;
61
+ }
62
+ .nav a:hover { color: var(--text); background: var(--surface); }
63
+ .nav a.active { color: var(--text); background: var(--surface-2); }
64
+
65
+ /* ---------- layout ---------- */
66
+ .main { flex: 1; padding: 40px 20px 64px; width: 100%; max-width: var(--maxw); margin: 0 auto; }
67
+ .page-title { font-size: 1.9rem; font-weight: 800; letter-spacing: -0.02em; margin: 0 0 6px; }
68
+ .page-sub { color: var(--muted); margin: 0 0 28px; }
69
+
70
+ /* ---------- hero ---------- */
71
+ .hero { text-align: center; padding: 48px 0 16px; }
72
+ .hero h1 { font-size: clamp(2rem, 5vw, 3.4rem); font-weight: 800; letter-spacing: -0.03em; margin: 0 0 16px; }
73
+ .hero h1 .grad {
74
+ background: linear-gradient(120deg, var(--primary), var(--primary-2));
75
+ -webkit-background-clip: text; background-clip: text; -webkit-text-fill-color: transparent;
76
+ }
77
+ .hero p { color: var(--muted); font-size: 1.12rem; max-width: 640px; margin: 0 auto 28px; }
78
+ .hero-cta { display: flex; gap: 12px; justify-content: center; flex-wrap: wrap; }
79
+
80
+ /* ---------- cards ---------- */
81
+ .grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(260px, 1fr)); gap: 20px; margin-top: 40px; }
82
+ .card {
83
+ background: linear-gradient(180deg, var(--surface), var(--bg-soft));
84
+ border: 1px solid var(--border);
85
+ border-radius: var(--radius);
86
+ padding: 26px;
87
+ text-decoration: none;
88
+ color: var(--text);
89
+ display: block;
90
+ transition: transform 0.18s ease, border-color 0.18s ease, box-shadow 0.18s ease;
91
+ }
92
+ a.card:hover { transform: translateY(-4px); border-color: #36506e; box-shadow: var(--shadow); }
93
+ .card .ic { width: 46px; height: 46px; border-radius: 12px; display: grid; place-items: center; font-size: 1.5rem; margin-bottom: 14px; }
94
+ .ic.face { background: rgba(56, 189, 248, 0.15); }
95
+ .ic.voice { background: rgba(251, 113, 133, 0.15); }
96
+ .ic.phq { background: rgba(52, 211, 153, 0.15); }
97
+ .card h3 { margin: 0 0 6px; font-size: 1.2rem; }
98
+ .card p { margin: 0; color: var(--muted); font-size: 0.95rem; }
99
+
100
+ /* ---------- panel ---------- */
101
+ .panel {
102
+ background: linear-gradient(180deg, var(--surface), var(--bg-soft));
103
+ border: 1px solid var(--border);
104
+ border-radius: var(--radius);
105
+ padding: 28px;
106
+ box-shadow: var(--shadow);
107
+ }
108
+ .center { text-align: center; }
109
+
110
+ /* ---------- buttons ---------- */
111
+ .btn {
112
+ display: inline-flex; align-items: center; gap: 8px; justify-content: center;
113
+ font: inherit; font-weight: 600; font-size: 1rem;
114
+ padding: 12px 22px; border-radius: 12px; border: 1px solid transparent;
115
+ cursor: pointer; text-decoration: none; transition: all 0.15s ease; color: #fff;
116
+ }
117
+ .btn:disabled { opacity: 0.45; cursor: not-allowed; }
118
+ .btn-primary { background: linear-gradient(120deg, var(--primary), var(--primary-2)); }
119
+ .btn-primary:not(:disabled):hover { filter: brightness(1.08); transform: translateY(-1px); }
120
+ .btn-face { background: linear-gradient(120deg, #0ea5e9, #38bdf8); }
121
+ .btn-voice { background: linear-gradient(120deg, #f43f5e, #fb7185); }
122
+ .btn-ghost { background: var(--surface-2); border-color: var(--border); color: var(--text); }
123
+ .btn-ghost:not(:disabled):hover { border-color: #3a5273; }
124
+
125
+ /* ---------- media capture ---------- */
126
+ .stage { position: relative; display: inline-block; border-radius: 14px; overflow: hidden; border: 1px solid var(--border); max-width: 100%; }
127
+ .stage video { display: block; background: #000; width: 100%; height: auto; max-width: 640px; }
128
+ .stage canvas { position: absolute; left: 0; top: 0; width: 100%; height: 100%; }
129
+ .controls { display: flex; gap: 12px; justify-content: center; flex-wrap: wrap; margin: 20px 0 8px; }
130
+
131
+ .status { color: var(--muted); min-height: 1.5em; margin: 8px 0; }
132
+ .result {
133
+ font-size: 1.5rem; font-weight: 800; margin: 12px 0 0; letter-spacing: -0.01em;
134
+ }
135
+ .result:empty { display: none; }
136
+
137
+ /* signal chips */
138
+ .chips { display: flex; gap: 10px; justify-content: center; flex-wrap: wrap; margin-top: 16px; }
139
+ .chip { font-size: 0.85rem; padding: 6px 12px; border-radius: 999px; border: 1px solid var(--border); background: var(--surface-2); color: var(--muted); }
140
+ .chip b { color: var(--text); }
141
+
142
+ /* mic pulse */
143
+ .mic-orb {
144
+ width: 92px; height: 92px; border-radius: 50%; margin: 6px auto 18px;
145
+ display: grid; place-items: center; font-size: 2rem;
146
+ background: rgba(251, 113, 133, 0.14); border: 1px solid rgba(251, 113, 133, 0.4);
147
+ }
148
+ .mic-orb.recording { animation: pulse 1.1s ease-in-out infinite; }
149
+ @keyframes pulse {
150
+ 0% { box-shadow: 0 0 0 0 rgba(251, 113, 133, 0.45); }
151
+ 70% { box-shadow: 0 0 0 20px rgba(251, 113, 133, 0); }
152
+ 100% { box-shadow: 0 0 0 0 rgba(251, 113, 133, 0); }
153
+ }
154
+ audio { width: 100%; max-width: 420px; margin-top: 14px; }
155
+
156
+ /* ---------- PHQ-9 ---------- */
157
+ .q { border: 1px solid var(--border); border-radius: 14px; padding: 16px 18px; margin-bottom: 14px; background: var(--surface); }
158
+ .q-text { font-weight: 600; margin-bottom: 12px; }
159
+ .q-text .num { color: var(--muted); margin-right: 8px; }
160
+ .opts { display: grid; grid-template-columns: repeat(4, 1fr); gap: 8px; }
161
+ .opt { position: relative; }
162
+ .opt input { position: absolute; opacity: 0; inset: 0; cursor: pointer; }
163
+ .opt span {
164
+ display: block; text-align: center; padding: 10px 6px; border-radius: 10px;
165
+ border: 1px solid var(--border); background: var(--surface-2); color: var(--muted);
166
+ font-size: 0.85rem; cursor: pointer; transition: all 0.12s ease;
167
+ }
168
+ .opt input:checked + span { border-color: var(--phq); background: rgba(52, 211, 153, 0.16); color: var(--text); font-weight: 600; }
169
+ .opt:hover span { border-color: #3a5273; }
170
+
171
+ .scorecard { margin-top: 20px; padding: 22px; border-radius: 14px; border: 1px solid var(--border); background: var(--surface-2); }
172
+ .scorecard:empty { display: none; }
173
+ .score-num { font-size: 2.4rem; font-weight: 800; }
174
+ .sev { display: inline-block; padding: 4px 12px; border-radius: 999px; font-weight: 600; font-size: 0.9rem; }
175
+ .sev-minimal { background: rgba(52,211,153,0.18); color: #6ee7b7; }
176
+ .sev-mild { background: rgba(250,204,21,0.16); color: #fde047; }
177
+ .sev-moderate { background: rgba(251,146,60,0.16); color: #fdba74; }
178
+ .sev-modsevere { background: rgba(248,113,113,0.16); color: #fca5a5; }
179
+ .sev-severe { background: rgba(239,68,68,0.22); color: #fecaca; }
180
+ .crisis { margin-top: 14px; padding: 14px 16px; border-radius: 12px; border: 1px solid rgba(248,113,113,0.4); background: rgba(248,113,113,0.1); color: #fecaca; font-size: 0.92rem; }
181
+
182
+ /* ---------- disclaimer / footer ---------- */
183
+ .note { color: var(--muted); font-size: 0.9rem; max-width: 640px; margin: 18px auto 0; }
184
+ .site-footer { border-top: 1px solid var(--border); padding: 22px 0; color: var(--muted); font-size: 0.88rem; }
185
+ .site-footer p { margin: 0; text-align: center; }
186
+
187
+ @media (max-width: 560px) {
188
+ .opts { grid-template-columns: repeat(2, 1fr); }
189
+ .brand-accent { display: none; }
190
+ .nav a { padding: 8px 10px; }
191
+ }
anxiety_app/static/face.js CHANGED
@@ -8,15 +8,24 @@
8
  const statusEl = document.getElementById("status");
9
  const resultEl = document.getElementById("result");
10
 
 
 
 
 
11
  const capture = document.createElement("canvas");
12
  const counts = { Anxious: 0, Depressed: 0, Normal: 0 };
13
  let stream = null, timer = null, busy = false;
14
 
 
 
 
 
15
  startBtn.onclick = async () => {
16
  try {
17
  stream = await navigator.mediaDevices.getUserMedia({ video: true });
18
  video.srcObject = stream;
19
  Object.keys(counts).forEach((k) => (counts[k] = 0));
 
20
  resultEl.textContent = "";
21
  startBtn.disabled = true;
22
  stopBtn.disabled = false;
@@ -74,5 +83,6 @@
74
  ctx.fillText(label, x * sx, y * sy > 20 ? y * sy - 6 : y * sy + 16);
75
  if (counts[f.signal] !== undefined) counts[f.signal]++;
76
  });
 
77
  }
78
  })();
 
8
  const statusEl = document.getElementById("status");
9
  const resultEl = document.getElementById("result");
10
 
11
+ const chip = { Anxious: document.getElementById("c-anx"),
12
+ Depressed: document.getElementById("c-dep"),
13
+ Normal: document.getElementById("c-nor") };
14
+
15
  const capture = document.createElement("canvas");
16
  const counts = { Anxious: 0, Depressed: 0, Normal: 0 };
17
  let stream = null, timer = null, busy = false;
18
 
19
+ function renderChips() {
20
+ Object.keys(counts).forEach((k) => { if (chip[k]) chip[k].textContent = counts[k]; });
21
+ }
22
+
23
  startBtn.onclick = async () => {
24
  try {
25
  stream = await navigator.mediaDevices.getUserMedia({ video: true });
26
  video.srcObject = stream;
27
  Object.keys(counts).forEach((k) => (counts[k] = 0));
28
+ renderChips();
29
  resultEl.textContent = "";
30
  startBtn.disabled = true;
31
  stopBtn.disabled = false;
 
83
  ctx.fillText(label, x * sx, y * sy > 20 ? y * sy - 6 : y * sy + 16);
84
  if (counts[f.signal] !== undefined) counts[f.signal]++;
85
  });
86
+ renderChips();
87
  }
88
  })();
anxiety_app/static/phq9.js ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ // PHQ-9 scoring (client-side). Sums 9 items (0-3 each) -> severity band.
2
+ (function () {
3
+ const form = document.getElementById("phq-form");
4
+ const card = document.getElementById("scorecard");
5
+
6
+ function severity(s) {
7
+ if (s <= 4) return { label: "Minimal", cls: "sev-minimal", desc: "Minimal or no depression symptoms." };
8
+ if (s <= 9) return { label: "Mild", cls: "sev-mild", desc: "Mild symptoms — keeping an eye on how you feel may help." };
9
+ if (s <= 14) return { label: "Moderate", cls: "sev-moderate", desc: "Moderate symptoms — consider speaking with a clinician." };
10
+ if (s <= 19) return { label: "Moderately severe", cls: "sev-modsevere", desc: "Moderately severe symptoms — professional support is recommended." };
11
+ return { label: "Severe", cls: "sev-severe", desc: "Severe symptoms — please reach out for professional support." };
12
+ }
13
+
14
+ form.addEventListener("submit", function (e) {
15
+ e.preventDefault();
16
+ let total = 0, answered = 0, q9 = 0;
17
+ for (let i = 0; i < 9; i++) {
18
+ const sel = form.querySelector('input[name="q' + i + '"]:checked');
19
+ if (sel) { answered++; const v = +sel.value; total += v; if (i === 8) q9 = v; }
20
+ }
21
+ if (answered < 9) {
22
+ card.innerHTML = '<p class="status">Please answer all 9 questions (' + answered + "/9 answered).</p>";
23
+ card.scrollIntoView({ behavior: "smooth", block: "nearest" });
24
+ return;
25
+ }
26
+ const band = severity(total);
27
+ let html =
28
+ '<div class="score-num">' + total + '<span style="font-size:1rem;color:var(--muted)"> / 27</span></div>' +
29
+ '<p><span class="sev ' + band.cls + '">' + band.label + "</span></p>" +
30
+ '<p class="status">' + band.desc + "</p>";
31
+ if (q9 > 0) {
32
+ html +=
33
+ '<div class="crisis">⚠️ You indicated thoughts that you would be better off dead or of hurting ' +
34
+ "yourself. Please talk to someone now. India: iCall +91 9152987821, AASRA +91 9820466726. " +
35
+ "US: call or text <strong>988</strong>. If you are in immediate danger, contact local emergency services.</div>";
36
+ }
37
+ html += '<p class="note">This is a screening aid, not a diagnosis. Please discuss results with a clinician.</p>';
38
+ card.innerHTML = html;
39
+ card.scrollIntoView({ behavior: "smooth", block: "nearest" });
40
+ });
41
+
42
+ form.addEventListener("reset", function () { card.innerHTML = ""; });
43
+ })();
anxiety_app/static/voice.js CHANGED
@@ -4,6 +4,7 @@
4
  const statusEl = document.getElementById("vstatus");
5
  const resultEl = document.getElementById("vresult");
6
  const player = document.getElementById("player");
 
7
  const SECONDS = 4;
8
 
9
  recBtn.onclick = async () => {
@@ -18,6 +19,7 @@
18
  const recorder = new MediaRecorder(stream);
19
  recorder.ondataavailable = (e) => e.data.size && chunks.push(e.data);
20
  recorder.onstop = async () => {
 
21
  stream.getTracks().forEach((t) => t.stop());
22
  const type = recorder.mimeType || "audio/webm";
23
  const blob = new Blob(chunks, { type });
@@ -42,6 +44,7 @@
42
  recBtn.disabled = true;
43
  resultEl.textContent = "";
44
  statusEl.textContent = "Recording " + SECONDS + "s…";
 
45
  recorder.start();
46
  setTimeout(() => recorder.state !== "inactive" && recorder.stop(), SECONDS * 1000);
47
  };
 
4
  const statusEl = document.getElementById("vstatus");
5
  const resultEl = document.getElementById("vresult");
6
  const player = document.getElementById("player");
7
+ const orb = document.getElementById("orb");
8
  const SECONDS = 4;
9
 
10
  recBtn.onclick = async () => {
 
19
  const recorder = new MediaRecorder(stream);
20
  recorder.ondataavailable = (e) => e.data.size && chunks.push(e.data);
21
  recorder.onstop = async () => {
22
+ if (orb) orb.classList.remove("recording");
23
  stream.getTracks().forEach((t) => t.stop());
24
  const type = recorder.mimeType || "audio/webm";
25
  const blob = new Blob(chunks, { type });
 
44
  recBtn.disabled = true;
45
  resultEl.textContent = "";
46
  statusEl.textContent = "Recording " + SECONDS + "s…";
47
+ if (orb) orb.classList.add("recording");
48
  recorder.start();
49
  setTimeout(() => recorder.state !== "inactive" && recorder.stop(), SECONDS * 1000);
50
  };
anxiety_app/templates/base.html ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <!doctype html>
2
+ <html lang="en">
3
+ <head>
4
+ <meta charset="utf-8">
5
+ <meta name="viewport" content="width=device-width, initial-scale=1">
6
+ <title>{% block title %}AffectScreening{% endblock %}</title>
7
+ <link rel="preconnect" href="https://fonts.googleapis.com">
8
+ <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
9
+ <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap" rel="stylesheet">
10
+ <link rel="stylesheet" href="{{ url_for('static', filename='app.css') }}">
11
+ {% block head %}{% endblock %}
12
+ </head>
13
+ <body>
14
+ <header class="site-header">
15
+ <div class="container header-inner">
16
+ <a class="brand" href="{{ url_for('main.index') }}"><span class="brand-mark">◐</span>Affect<span class="brand-accent">Screening</span></a>
17
+ <nav class="nav">
18
+ <a href="{{ url_for('main.index') }}" class="{% if request.endpoint == 'main.index' %}active{% endif %}">Home</a>
19
+ <a href="{{ url_for('main.face') }}" class="{% if request.endpoint == 'main.face' %}active{% endif %}">Face</a>
20
+ <a href="{{ url_for('main.voice') }}" class="{% if request.endpoint == 'main.voice' %}active{% endif %}">Voice</a>
21
+ <a href="{{ url_for('main.phq') }}" class="{% if request.endpoint == 'main.phq' %}active{% endif %}">PHQ-9</a>
22
+ </nav>
23
+ </div>
24
+ </header>
25
+
26
+ <main class="main">
27
+ {% block content %}{% endblock %}
28
+ </main>
29
+
30
+ <footer class="site-footer">
31
+ <div class="container">
32
+ <p>⚠️ Educational demo — emotion signals are <strong>not a clinical diagnosis</strong>. The PHQ-9 is a screening aid, not a diagnosis. If you're struggling, please reach out to a professional.</p>
33
+ </div>
34
+ </footer>
35
+
36
+ {% block scripts %}{% endblock %}
37
+ </body>
38
+ </html>
anxiety_app/templates/face.html CHANGED
@@ -1,36 +1,36 @@
1
- {% extends "bootstrap/base.html" %}
2
- {% block styles %}
3
- {{super()}}
4
- <link rel="stylesheet" href="{{url_for('static', filename='styles.css')}}">
5
- <link rel="preconnect" href="https://fonts.gstatic.com">
6
- <link href="https://fonts.googleapis.com/css2?family=Roboto:wght@900&display=swap" rel="stylesheet">
7
- {% endblock %}
8
 
9
  {% block content %}
10
- <ul style="list-style-type: none; margin: 0; padding: 0; overflow: hidden; background-color: #333;">
11
- <li style="float: left;"><a class="active" href="home" style="display: block; color: white;padding: 14px 16px;">Home</a></li>
12
- <li style="float: left;"><a href="face" style="display: block; color: white;padding: 14px 16px;">Face</a></li>
13
- <li style="float: left;"><a href="voice" style="display: block; color: white;padding: 14px 16px;">Voice</a></li>
14
- <li style="float: left;"><a href="qstn" style="display: block; color: white;padding: 14px 16px;">PHQ-9</a></li>
15
- </ul>
16
-
17
- <h2 class="heading">Facial Emotion Detection</h2>
18
-
19
- <div style="text-align:center;">
20
- <div style="position:relative; display:inline-block;">
21
- <video id="video" autoplay playsinline muted width="640" height="480" style="background:#000;border-radius:8px;"></video>
22
- <canvas id="overlay" width="640" height="480" style="position:absolute; left:0; top:0;"></canvas>
23
  </div>
24
- <div style="margin:14px;">
25
- <button id="startBtn" class="detect_btn">Start camera</button>
26
- <button id="stopBtn" class="detect_btn" disabled>Stop &amp; get result</button>
 
27
  </div>
28
- <p id="status">Click &ldquo;Start camera&rdquo; and allow webcam access.</p>
29
- <h3 id="result"></h3>
30
- <p style="color:#888; max-width:640px; margin:10px auto; font-size:0.9em;">
31
- Emotion signals are a demo cue, <strong>not a diagnosis</strong>. For screening use the PHQ-9.
32
- </p>
 
 
 
 
 
33
  </div>
34
 
35
- <script src="{{url_for('static', filename='face.js')}}"></script>
 
 
 
 
 
36
  {% endblock %}
 
1
+ {% extends "base.html" %}
2
+ {% block title %}Face — AffectScreening{% endblock %}
 
 
 
 
 
3
 
4
  {% block content %}
5
+ <h1 class="page-title">Facial emotion detection</h1>
6
+ <p class="page-sub">Allow webcam access, then we classify your expression live (FER2013 CNN).</p>
7
+
8
+ <div class="panel center">
9
+ <div class="stage">
10
+ <video id="video" autoplay playsinline muted width="640" height="480"></video>
11
+ <canvas id="overlay" width="640" height="480"></canvas>
 
 
 
 
 
 
12
  </div>
13
+
14
+ <div class="controls">
15
+ <button id="startBtn" class="btn btn-face"> Start camera</button>
16
+ <button id="stopBtn" class="btn btn-ghost" disabled>■ Stop &amp; get result</button>
17
  </div>
18
+
19
+ <p id="status" class="status">Click “Start camera” and allow webcam access.</p>
20
+
21
+ <div class="chips">
22
+ <span class="chip">Anxious <b id="c-anx">0</b></span>
23
+ <span class="chip">Depressed <b id="c-dep">0</b></span>
24
+ <span class="chip">Normal <b id="c-nor">0</b></span>
25
+ </div>
26
+
27
+ <h3 id="result" class="result"></h3>
28
  </div>
29
 
30
+ <p class="note center">“fear” → Anxious and “sad” → Depressed are shown as supplementary cues,
31
+ <strong>not a diagnosis</strong>.</p>
32
+ {% endblock %}
33
+
34
+ {% block scripts %}
35
+ <script src="{{ url_for('static', filename='face.js') }}"></script>
36
  {% endblock %}
anxiety_app/templates/index.html CHANGED
@@ -1,20 +1,35 @@
1
- {% extends "bootstrap/base.html" %}
 
2
 
3
- {% block styles %}
4
- {{super()}}
5
- <link rel="stylesheet" href="{{url_for('static', filename='index.css')}}">
6
- <link rel="preconnect" href="https://fonts.gstatic.com">
7
- <link href="https://fonts.googleapis.com/css2?family=Roboto:wght@900&display=swap" rel="stylesheet">
8
- {% endblock %}
9
-
10
- {% block content%}
11
- <ul>
12
- <li><a class="active" href="#home">Home</a></li>
13
- <li><a href="face">Face</a></li>
14
- <li><a href="voice">Voice</a></li>
15
- </ul>
16
- <h2>Anxiety and Depression Detection</h2>
17
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18
 
19
-
20
- {% endblock %}
 
 
1
+ {% extends "base.html" %}
2
+ {% block title %}AffectScreening — multimodal well-being demo{% endblock %}
3
 
4
+ {% block content %}
5
+ <section class="hero">
6
+ <h1>Multimodal <span class="grad">Affect</span> &amp; Well-being Screening</h1>
7
+ <p>Recognize emotional cues from your face and voice with deep learning, alongside the
8
+ clinically validated PHQ-9 questionnaire — all running in your browser.</p>
9
+ <div class="hero-cta">
10
+ <a class="btn btn-primary" href="{{ url_for('main.face') }}">Try face detection</a>
11
+ <a class="btn btn-ghost" href="{{ url_for('main.phq') }}">Take the PHQ-9</a>
12
+ </div>
13
+ </section>
 
 
 
 
14
 
15
+ <div class="grid">
16
+ <a class="card" href="{{ url_for('main.face') }}">
17
+ <div class="ic face">🙂</div>
18
+ <h3>Facial emotion</h3>
19
+ <p>Stream your webcam and a CNN (FER2013) classifies expressions in real time.</p>
20
+ </a>
21
+ <a class="card" href="{{ url_for('main.voice') }}">
22
+ <div class="ic voice">🎙️</div>
23
+ <h3>Speech emotion</h3>
24
+ <p>Record a few seconds and a 1-D CNN (RAVDESS) predicts gender + emotion from your voice.</p>
25
+ </a>
26
+ <a class="card" href="{{ url_for('main.phq') }}">
27
+ <div class="ic phq">📋</div>
28
+ <h3>PHQ-9 screening</h3>
29
+ <p>Answer the standard 9-item depression-screening questionnaire and get a scored result.</p>
30
+ </a>
31
+ </div>
32
 
33
+ <p class="note center">Emotion recognition is a supplementary cue, <strong>not a diagnosis</strong>.
34
+ The PHQ-9 is the only clinically validated component here.</p>
35
+ {% endblock %}
anxiety_app/templates/phq9.html CHANGED
@@ -1,23 +1,52 @@
1
- {% extends "bootstrap/base.html" %}
2
- {% block styles %}
3
- {{super()}}
4
- <link rel="stylesheet" href="{{url_for('static', filename='styles.css')}}">
5
- <link rel="preconnect" href="https://fonts.gstatic.com">
6
- <link href="https://fonts.googleapis.com/css2?family=Roboto:wght@900&display=swap" rel="stylesheet">
7
- {% endblock %}
8
 
9
- {% block content%}
10
- <ul style="list-style-type: none; margin: 0; padding: 0; overflow: hidden; background-color: #333;">
11
- <li style="float: left;"><a class="active" href="home" style="display: block; color: white;padding: 14px 16px;">Home</a></li>
12
- <li style="float: left;"><a href="face" style="display: block; color: white;padding: 14px 16px;">Face</a></li>
13
- <li style="float: left;"><a href="voice" style="display: block; color: white;padding: 14px 16px;">Voice</a></li>
14
- </ul>
15
- <img src="{{url_for('static',filename = 'Presentation2.jpg')}}">
16
- <h2 class="heading">{{data}}</br></h2>
17
- <img class="icon" src="{{url_for('static',filename = 'face-detection.svg')}}">
18
- <a href="expression"><button class="detect_btn">Detect</button></a>
19
- <p>Press q to quit</p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20
 
 
 
 
 
 
21
 
 
 
22
 
23
- {% endblock %}
 
 
 
 
 
 
 
1
+ {% extends "base.html" %}
2
+ {% block title %}PHQ-9 — AffectScreening{% endblock %}
3
+
4
+ {% block content %}
5
+ <h1 class="page-title">PHQ-9 depression screening</h1>
6
+ <p class="page-sub">Over the last 2 weeks, how often have you been bothered by the following problems?</p>
 
7
 
8
+ <div class="panel">
9
+ <form id="phq-form">
10
+ {% set questions = [
11
+ "Little interest or pleasure in doing things",
12
+ "Feeling down, depressed, or hopeless",
13
+ "Trouble falling or staying asleep, or sleeping too much",
14
+ "Feeling tired or having little energy",
15
+ "Poor appetite or overeating",
16
+ "Feeling bad about yourself — or that you are a failure or have let yourself or your family down",
17
+ "Trouble concentrating on things, such as reading or watching television",
18
+ "Moving or speaking so slowly that others could notice — or being so fidgety/restless that you move around a lot more than usual",
19
+ "Thoughts that you would be better off dead, or of hurting yourself in some way"
20
+ ] %}
21
+ {% set options = ["Not at all", "Several days", "More than half the days", "Nearly every day"] %}
22
+ {% for q in questions %}
23
+ {% set qi = loop.index0 %}
24
+ <div class="q">
25
+ <div class="q-text"><span class="num">{{ loop.index }}.</span>{{ q }}</div>
26
+ <div class="opts">
27
+ {% for opt in options %}
28
+ <label class="opt">
29
+ <input type="radio" name="q{{ qi }}" value="{{ loop.index0 }}">
30
+ <span>{{ opt }}</span>
31
+ </label>
32
+ {% endfor %}
33
+ </div>
34
+ </div>
35
+ {% endfor %}
36
 
37
+ <div class="controls" style="justify-content:flex-start; margin-top:6px;">
38
+ <button type="submit" class="btn btn-primary">Calculate score</button>
39
+ <button type="reset" class="btn btn-ghost">Reset</button>
40
+ </div>
41
+ </form>
42
 
43
+ <div id="scorecard" class="scorecard"></div>
44
+ </div>
45
 
46
+ <p class="note">The PHQ-9 is a validated screening aid for depression severity. It does
47
+ <strong>not</strong> provide a diagnosis — discuss any concerns with a qualified clinician.</p>
48
+ {% endblock %}
49
+
50
+ {% block scripts %}
51
+ <script src="{{ url_for('static', filename='phq9.js') }}"></script>
52
+ {% endblock %}
anxiety_app/templates/voice.html CHANGED
@@ -1,33 +1,26 @@
1
- {% extends "bootstrap/base.html" %}
2
- {% block styles %}
3
- {{super()}}
4
- <link rel="stylesheet" href="{{url_for('static', filename='styles.css')}}">
5
- <link rel="preconnect" href="https://fonts.gstatic.com">
6
- <link href="https://fonts.googleapis.com/css2?family=Roboto:wght@900&display=swap" rel="stylesheet">
7
- {% endblock %}
8
 
9
  {% block content %}
10
- <ul style="list-style-type: none; margin: 0; padding: 0; overflow: hidden; background-color: #333;">
11
- <li style="float: left;"><a class="active" href="home" style="display: block; color: white;padding: 14px 16px;">Home</a></li>
12
- <li style="float: left;"><a href="face" style="display: block; color: white;padding: 14px 16px;">Face</a></li>
13
- <li style="float: left;"><a href="voice" style="display: block; color: white;padding: 14px 16px;">Voice</a></li>
14
- <li style="float: left;"><a href="qstn" style="display: block; color: white;padding: 14px 16px;">PHQ-9</a></li>
15
- </ul>
16
 
17
- <h2 class="heading">Voice Emotion Detection</h2>
 
18
 
19
- <div style="text-align:center;">
20
- <img class="icon" src="{{url_for('static', filename='microphone.svg')}}" alt="microphone" style="width:90px;">
21
- <div style="margin:14px;">
22
- <button id="recBtn" class="voice_detect_btn">Record 4s</button>
23
  </div>
24
- <p id="vstatus">{{data}}</p>
25
- <h3 id="vresult"></h3>
26
- <audio id="player" controls style="display:none; margin:10px auto;"></audio>
27
- <p style="color:#888; max-width:640px; margin:10px auto; font-size:0.9em;">
28
- Predicts gender + emotion from your voice. A demo cue, <strong>not a diagnosis</strong>.
29
- </p>
30
  </div>
31
 
32
- <script src="{{url_for('static', filename='voice.js')}}"></script>
 
 
 
 
 
33
  {% endblock %}
 
1
+ {% extends "base.html" %}
2
+ {% block title %}Voice — AffectScreening{% endblock %}
 
 
 
 
 
3
 
4
  {% block content %}
5
+ <h1 class="page-title">Speech emotion detection</h1>
6
+ <p class="page-sub">Record a few seconds of speech; a 1-D CNN (RAVDESS) predicts gender + emotion.</p>
 
 
 
 
7
 
8
+ <div class="panel center">
9
+ <div id="orb" class="mic-orb">🎙️</div>
10
 
11
+ <div class="controls">
12
+ <button id="recBtn" class="btn btn-voice">● Record 4s</button>
 
 
13
  </div>
14
+
15
+ <p id="vstatus" class="status">{{ data }}</p>
16
+ <h3 id="vresult" class="result"></h3>
17
+ <audio id="player" controls style="display:none;"></audio>
 
 
18
  </div>
19
 
20
+ <p class="note center">Predicts a combined gender + emotion class from your voice — a demo cue,
21
+ <strong>not a diagnosis</strong>.</p>
22
+ {% endblock %}
23
+
24
+ {% block scripts %}
25
+ <script src="{{ url_for('static', filename='voice.js') }}"></script>
26
  {% endblock %}
requirements-modern.txt CHANGED
@@ -18,5 +18,4 @@ pandas
18
  scikit-learn
19
  soundfile
20
  flask
21
- flask-bootstrap
22
  gunicorn
 
18
  scikit-learn
19
  soundfile
20
  flask
 
21
  gunicorn