feat: add debug mode, distance-based thresholds, and improve pose detection
- Add debug mode support for encoding statistics in API responses - Debug info includes encoding length, min/max/mean/std, and first 10 values - Frontend logs encoding stats to browser console when debug enabled - Identify page enables debug mode by default - Implement distance-based confidence thresholds for stricter matching - Borderline distances require higher confidence (70-95% vs 50%) - Applied when use_distance_based_thresholds=True (auto-match) - Reduces false positives for borderline matches - Dual tolerance system for auto-match - Default tolerance 0.6 for regular browsing (more lenient) - Run auto-match button uses 0.5 tolerance with distance-based thresholds (stricter) - Auto-accept threshold updated to 85% (from 70%) - Enhance pose detection with single-eye detection - Profile threshold reduced from 30° to 15° (stricter) - Detect single-eye visibility for extreme profile views - Infer profile direction from landmark visibility - Improved face width threshold (20px vs 10px) - Clean up debug code - Remove test photo UUID checks from production code - Remove debug print statements - Replace print statements with proper logging
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<!DOCTYPE html>
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<html>
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<head>
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<title>Enable Developer Mode</title>
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<style>
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body {
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font-family: Arial, sans-serif;
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display: flex;
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justify-content: center;
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align-items: center;
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height: 100vh;
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margin: 0;
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background: #f5f5f5;
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}
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.container {
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background: white;
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padding: 2rem;
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border-radius: 8px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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text-align: center;
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}
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.success {
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color: #10b981;
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font-weight: bold;
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margin-top: 1rem;
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}
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button {
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background: #3b82f6;
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color: white;
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border: none;
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padding: 0.75rem 1.5rem;
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border-radius: 6px;
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cursor: pointer;
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font-size: 1rem;
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margin-top: 1rem;
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}
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button:hover {
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background: #2563eb;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<h1>Enable Developer Mode</h1>
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<p>Click the button below to enable Developer Mode for PunimTag.</p>
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<button onclick="enableDevMode()">Enable Developer Mode</button>
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<div id="result"></div>
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</div>
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<script>
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function enableDevMode() {
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localStorage.setItem('punimtag_developer_mode', 'true');
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const result = document.getElementById('result');
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result.innerHTML = '<p class="success">✅ Developer Mode enabled! Redirecting...</p>';
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setTimeout(() => {
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window.location.href = '/';
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}, 1500);
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}
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// Check if already enabled
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if (localStorage.getItem('punimtag_developer_mode') === 'true') {
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document.getElementById('result').innerHTML = '<p class="success">✅ Developer Mode is already enabled!</p>';
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}
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</script>
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</body>
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</html>
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