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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>OBS AI Background Remover</title>
    <script src="https://cdn.tailwindcss.com"></script>
    <script src="https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js"></script>
    <script src="https://cdn.jsdelivr.net/npm/@tensorflow-models/[email protected]/dist/body-pix.min.js"></script>
    <style>
        .video-container {
            position: relative;
            width: 100%;
            height: 0;
            padding-bottom: 56.25%; /* 16:9 aspect ratio */
        }
        .video-element {
            position: absolute;
            top: 0;
            left: 0;
            width: 100%;
            height: 100%;
            object-fit: cover;
        }
        .processing-overlay {
            position: absolute;
            top: 0;
            left: 0;
            width: 100%;
            height: 100%;
            background-color: rgba(0, 0, 0, 0.7);
            display: flex;
            justify-content: center;
            align-items: center;
            color: white;
            font-size: 1.5rem;
            z-index: 10;
        }
        .hidden {
            display: none;
        }
        .settings-panel {
            transition: all 0.3s ease;
            max-height: 0;
            overflow: hidden;
        }
        .settings-panel.open {
            max-height: 500px;
        }
        .preview-thumbnail {
            transition: all 0.2s ease;
        }
        .preview-thumbnail:hover {
            transform: scale(1.05);
            box-shadow: 0 10px 15px -3px rgba(0, 0, 0, 0.1), 0 4px 6px -2px rgba(0, 0, 0, 0.05);
        }
        .preview-thumbnail.active {
            border: 3px solid #3b82f6;
        }
    </style>
</head>
<body class="bg-gray-900 text-white">
    <div class="container mx-auto px-4 py-8">
        <div class="flex flex-col md:flex-row gap-8">
            <!-- Main Content -->
            <div class="flex-1">
                <div class="bg-gray-800 rounded-lg shadow-xl p-6">
                    <h1 class="text-3xl font-bold mb-6 text-blue-400">OBS AI Background Remover</h1>
                    
                    <!-- Video Preview Section -->
                    <div class="mb-8">
                        <h2 class="text-xl font-semibold mb-4">Live Preview</h2>
                        <div class="video-container bg-gray-700 rounded-lg overflow-hidden relative">
                            <video id="videoInput" class="video-element" autoplay muted></video>
                            <canvas id="outputCanvas" class="video-element hidden"></canvas>
                            <div id="processingOverlay" class="processing-overlay hidden">
                                <div class="text-center">
                                    <div class="animate-spin rounded-full h-12 w-12 border-b-2 border-blue-400 mx-auto mb-4"></div>
                                    <p>Loading AI Model...</p>
                                </div>
                            </div>
                            <div id="noVideoOverlay" class="processing-overlay">
                                <p>No video source selected</p>
                            </div>
                        </div>
                    </div>
                    
                    <!-- Background Replacement Section -->
                    <div class="mb-8">
                        <div class="flex justify-between items-center mb-4">
                            <h2 class="text-xl font-semibold">Background Replacement</h2>
                            <button id="settingsToggle" class="text-blue-400 hover:text-blue-300">
                                <svg xmlns="http://www.w3.org/2000/svg" class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                                    <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10.325 4.317c.426-1.756 2.924-1.756 3.35 0a1.724 1.724 0 002.573 1.066c1.543-.94 3.31.826 2.37 2.37a1.724 1.724 0 001.065 2.572c1.756.426 1.756 2.924 0 3.35a1.724 1.724 0 00-1.066 2.573c.94 1.543-.826 3.31-2.37 2.37a1.724 1.724 0 00-2.572 1.065c-.426 1.756-2.924 1.756-3.35 0a1.724 1.724 0 00-2.573-1.066c-1.543.94-3.31-.826-2.37-2.37a1.724 1.724 0 00-1.065-2.572c-1.756-.426-1.756-2.924 0-3.35a1.724 1.724 0 001.066-2.573c-.94-1.543.826-3.31 2.37-2.37.996.608 2.296.07 2.572-1.065z" />
                                    <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M15 12a3 3 0 11-6 0 3 3 0 016 0z" />
                                </svg>
                            </button>
                        </div>
                        
                        <!-- Settings Panel -->
                        <div id="settingsPanel" class="settings-panel bg-gray-700 rounded-lg p-4 mb-4">
                            <div class="grid grid-cols-1 md:grid-cols-2 gap-4">
                                <div>
                                    <label class="block text-sm font-medium mb-1">AI Model Quality</label>
                                    <select id="modelQuality" class="w-full bg-gray-600 border border-gray-500 rounded-md px-3 py-2">
                                        <option value="0.5">Fast (Low Quality)</option>
                                        <option value="0.75" selected>Balanced</option>
                                        <option value="1.0">High Quality (Slow)</option>
                                    </select>
                                </div>
                                <div>
                                    <label class="block text-sm font-medium mb-1">Edge Smoothness</label>
                                    <select id="edgeSmoothness" class="w-full bg-gray-600 border border-gray-500 rounded-md px-3 py-2">
                                        <option value="1">Low</option>
                                        <option value="2" selected>Medium</option>
                                        <option value="3">High</option>
                                    </select>
                                </div>
                                <div>
                                    <label class="block text-sm font-medium mb-1">Background Blur</label>
                                    <input id="bgBlur" type="range" min="0" max="10" value="0" class="w-full">
                                    <div class="flex justify-between text-xs text-gray-400">
                                        <span>Off</span>
                                        <span>Max</span>
                                    </div>
                                </div>
                                <div>
                                    <label class="block text-sm font-medium mb-1">Foreground Brightness</label>
                                    <input id="fgBrightness" type="range" min="80" max="120" value="100" class="w-full">
                                    <div class="flex justify-between text-xs text-gray-400">
                                        <span>Darker</span>
                                        <span>Brighter</span>
                                    </div>
                                </div>
                            </div>
                        </div>
                        
                        <!-- Background Selection -->
                        <div class="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 gap-4">
                            <!-- Transparent Background -->
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer active" id="bgTransparent">
                                <div class="aspect-w-16 aspect-h-9 bg-gradient-to-br from-gray-600 to-gray-800 flex items-center justify-center">
                                    <div class="text-center p-2">
                                        <svg xmlns="http://www.w3.org/2000/svg" class="h-8 w-8 mx-auto text-blue-400" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 16l4.586-4.586a2 2 0 012.828 0L16 16m-2-2l1.586-1.586a2 2 0 012.828 0L20 14m-6-6h.01M6 20h12a2 2 0 002-2V6a2 2 0 00-2-2H6a2 2 0 00-2 2v12a2 2 0 002 2z" />
                                        </svg>
                                        <span class="text-xs mt-1">Transparent</span>
                                    </div>
                                </div>
                            </div>
                            
                            <!-- Color Backgrounds -->
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer" id="bgBlack">
                                <div class="aspect-w-16 aspect-h-9 bg-black flex items-center justify-center">
                                    <span class="text-xs">Solid Black</span>
                                </div>
                            </div>
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer" id="bgGray">
                                <div class="aspect-w-16 aspect-h-9 bg-gray-600 flex items-center justify-center">
                                    <span class="text-xs">Solid Gray</span>
                                </div>
                            </div>
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer" id="bgGreen">
                                <div class="aspect-w-16 aspect-h-9 bg-green-600 flex items-center justify-center">
                                    <span class="text-xs">Solid Green</span>
                                </div>
                            </div>
                            
                            <!-- Custom Background Upload -->
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer relative" id="bgCustom">
                                <div class="aspect-w-16 aspect-h-9 bg-gradient-to-br from-purple-600 to-blue-600 flex items-center justify-center">
                                    <div class="text-center p-2">
                                        <svg xmlns="http://www.w3.org/2000/svg" class="h-8 w-8 mx-auto text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12" />
                                        </svg>
                                        <span class="text-xs mt-1">Custom Image</span>
                                    </div>
                                </div>
                                <input type="file" id="customBgInput" accept="image/*, video/*" class="absolute inset-0 w-full h-full opacity-0 cursor-pointer">
                            </div>
                            
                            <!-- Video Background Upload -->
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer relative" id="bgVideo">
                                <div class="aspect-w-16 aspect-h-9 bg-gradient-to-br from-red-600 to-yellow-600 flex items-center justify-center">
                                    <div class="text-center p-2">
                                        <svg xmlns="http://www.w3.org/2000/svg" class="h-8 w-8 mx-auto text-white" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M15 10l4.553-2.276A1 1 0 0121 8.618v6.764a1 1 0 01-1.447.894L15 14M5 18h8a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v8a2 2 0 002 2z" />
                                        </svg>
                                        <span class="text-xs mt-1">Custom Video</span>
                                    </div>
                                </div>
                                <input type="file" id="customVideoInput" accept="video/*" class="absolute inset-0 w-full h-full opacity-0 cursor-pointer">
                            </div>
                            
                            <!-- Blur Background -->
                            <div class="preview-thumbnail bg-gray-700 rounded-lg overflow-hidden cursor-pointer" id="bgBlurred">
                                <div class="aspect-w-16 aspect-h-9 bg-gray-600 flex items-center justify-center relative overflow-hidden">
                                    <div class="absolute inset-0 bg-gray-400 filter blur-md"></div>
                                    <span class="text-xs relative z-10">Blurred</span>
                                </div>
                            </div>
                        </div>
                    </div>
                </div>
            </div>
            
            <!-- Controls Sidebar -->
            <div class="w-full md:w-80">
                <div class="bg-gray-800 rounded-lg shadow-xl p-6 sticky top-6">
                    <h2 class="text-xl font-semibold mb-4">Controls</h2>
                    
                    <!-- Video Source Selection -->
                    <div class="mb-6">
                        <label class="block text-sm font-medium mb-2">Video Source</label>
                        <select id="videoSource" class="w-full bg-gray-600 border border-gray-500 rounded-md px-3 py-2">
                            <option value="">Select a video source</option>
                        </select>
                    </div>
                    
                    <!-- Toggle Buttons -->
                    <div class="space-y-4 mb-6">
                        <div>
                            <label class="inline-flex items-center">
                                <input type="checkbox" id="toggleEffect" class="form-checkbox h-5 w-5 text-blue-400">
                                <span class="ml-2">Enable Background Removal</span>
                            </label>
                        </div>
                        <div>
                            <label class="inline-flex items-center">
                                <input type="checkbox" id="togglePreview" class="form-checkbox h-5 w-5 text-blue-400" checked>
                                <span class="ml-2">Show Preview</span>
                            </label>
                        </div>
                    </div>
                    
                    <!-- Performance Stats -->
                    <div class="bg-gray-700 rounded-lg p-4 mb-6">
                        <h3 class="text-sm font-medium mb-2 text-gray-400">Performance</h3>
                        <div class="grid grid-cols-2 gap-2 text-sm">
                            <div>
                                <div class="text-gray-400">Processing Time:</div>
                                <div id="processingTime">0 ms</div>
                            </div>
                            <div>
                                <div class="text-gray-400">FPS:</div>
                                <div id="fpsCounter">0</div>
                            </div>
                        </div>
                    </div>
                    
                    <!-- OBS Integration -->
                    <div class="bg-blue-900 bg-opacity-20 rounded-lg p-4 border border-blue-800">
                        <h3 class="text-sm font-medium mb-2 text-blue-400">OBS Integration</h3>
                        <p class="text-xs text-gray-400 mb-3">Add this as a Browser Source in OBS with these settings:</p>
                        <div class="text-xs space-y-1">
                            <div class="flex justify-between">
                                <span class="text-gray-400">Width:</span>
                                <span>1920</span>
                            </div>
                            <div class="flex justify-between">
                                <span class="text-gray-400">Height:</span>
                                <span>1080</span>
                            </div>
                            <div class="flex justify-between">
                                <span class="text-gray-400">Custom CSS:</span>
                                <span>None</span>
                            </div>
                        </div>
                        <button id="copyOBSLink" class="mt-3 w-full bg-blue-600 hover:bg-blue-500 text-white py-2 px-4 rounded-md text-sm flex items-center justify-center">
                            <svg xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 mr-1" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 5H6a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2v-1M8 5a2 2 0 002 2h2a2 2 0 002-2M8 5a2 2 0 012-2h2a2 2 0 012 2m0 0h2a2 2 0 012 2v3m2 4H10m0 0l3-3m-3 3l3 3" />
                            </svg>
                            Copy OBS Browser Source URL
                        </button>
                    </div>
                </div>
            </div>
        </div>
    </div>

    <script>
        // DOM Elements
        const videoInput = document.getElementById('videoInput');
        const outputCanvas = document.getElementById('outputCanvas');
        const processingOverlay = document.getElementById('processingOverlay');
        const noVideoOverlay = document.getElementById('noVideoOverlay');
        const videoSourceSelect = document.getElementById('videoSource');
        const toggleEffect = document.getElementById('toggleEffect');
        const togglePreview = document.getElementById('togglePreview');
        const modelQuality = document.getElementById('modelQuality');
        const edgeSmoothness = document.getElementById('edgeSmoothness');
        const bgBlur = document.getElementById('bgBlur');
        const fgBrightness = document.getElementById('fgBrightness');
        const settingsToggle = document.getElementById('settingsToggle');
        const settingsPanel = document.getElementById('settingsPanel');
        const processingTimeElement = document.getElementById('processingTime');
        const fpsCounterElement = document.getElementById('fpsCounter');
        const copyOBSLink = document.getElementById('copyOBSLink');
        
        // Background selection elements
        const bgThumbnails = document.querySelectorAll('.preview-thumbnail');
        const bgTransparent = document.getElementById('bgTransparent');
        const bgBlack = document.getElementById('bgBlack');
        const bgGray = document.getElementById('bgGray');
        const bgGreen = document.getElementById('bgGreen');
        const bgCustom = document.getElementById('bgCustom');
        const bgVideo = document.getElementById('bgVideo');
        const bgBlurred = document.getElementById('bgBlurred');
        const customBgInput = document.getElementById('customBgInput');
        const customVideoInput = document.getElementById('customVideoInput');
        
        // Variables
        let net;
        let isProcessing = false;
        let lastTimestamp = 0;
        let frameCount = 0;
        let fps = 0;
        let currentBackground = 'transparent';
        let customBackgroundImage = null;
        let customBackgroundVideo = null;
        let backgroundVideoElement = null;
        
        // Initialize
        document.addEventListener('DOMContentLoaded', async () => {
            // Load video sources
            loadVideoSources();
            
            // Initialize settings panel toggle
            settingsToggle.addEventListener('click', () => {
                settingsPanel.classList.toggle('open');
            });
            
            // Initialize background selection
            bgThumbnails.forEach(thumb => {
                thumb.addEventListener('click', () => {
                    bgThumbnails.forEach(t => t.classList.remove('active'));
                    thumb.classList.add('active');
                    
                    if (thumb === bgTransparent) {
                        currentBackground = 'transparent';
                    } else if (thumb === bgBlack) {
                        currentBackground = 'black';
                    } else if (thumb === bgGray) {
                        currentBackground = 'gray';
                    } else if (thumb === bgGreen) {
                        currentBackground = 'green';
                    } else if (thumb === bgCustom) {
                        currentBackground = 'customImage';
                        customBgInput.click();
                    } else if (thumb === bgVideo) {
                        currentBackground = 'customVideo';
                        customVideoInput.click();
                    } else if (thumb === bgBlurred) {
                        currentBackground = 'blurred';
                    }
                });
            });
            
            // Handle custom background upload
            customBgInput.addEventListener('change', (e) => {
                const file = e.target.files[0];
                if (file) {
                    const reader = new FileReader();
                    reader.onload = (event) => {
                        customBackgroundImage = new Image();
                        customBackgroundImage.src = event.target.result;
                        customBackgroundImage.onload = () => {
                            bgCustom.classList.add('active');
                        };
                    };
                    reader.readAsDataURL(file);
                }
            });
            
            // Handle custom video background upload
            customVideoInput.addEventListener('change', (e) => {
                const file = e.target.files[0];
                if (file) {
                    if (backgroundVideoElement) {
                        backgroundVideoElement.pause();
                        backgroundVideoElement.remove();
                    }
                    
                    backgroundVideoElement = document.createElement('video');
                    backgroundVideoElement.autoplay = true;
                    backgroundVideoElement.loop = true;
                    backgroundVideoElement.muted = true;
                    backgroundVideoElement.src = URL.createObjectURL(file);
                    backgroundVideoElement.style.display = 'none';
                    document.body.appendChild(backgroundVideoElement);
                    
                    bgVideo.classList.add('active');
                }
            });
            
            // Toggle effect
            toggleEffect.addEventListener('change', async () => {
                if (toggleEffect.checked) {
                    await initBodyPix();
                } else {
                    stopProcessing();
                }
            });
            
            // Toggle preview
            togglePreview.addEventListener('change', () => {
                if (togglePreview.checked) {
                    if (toggleEffect.checked) {
                        outputCanvas.classList.remove('hidden');
                        videoInput.classList.add('hidden');
                    } else {
                        videoInput.classList.remove('hidden');
                    }
                } else {
                    outputCanvas.classList.add('hidden');
                    videoInput.classList.add('hidden');
                }
            });
            
            // Video source selection
            videoSourceSelect.addEventListener('change', () => {
                const deviceId = videoSourceSelect.value;
                if (deviceId) {
                    startVideo(deviceId);
                } else {
                    stopVideo();
                }
            });
            
            // Copy OBS link
            copyOBSLink.addEventListener('click', () => {
                const currentUrl = window.location.href;
                navigator.clipboard.writeText(currentUrl).then(() => {
                    const originalText = copyOBSLink.textContent;
                    copyOBSLink.innerHTML = `
                        <svg xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 mr-1" fill="none" viewBox="0 0 24 24" stroke="currentColor">
                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7" />
                        </svg>
                        Copied!
                    `;
                    setTimeout(() => {
                        copyOBSLink.innerHTML = originalText;
                    }, 2000);
                });
            });
            
            // Start FPS counter
            setInterval(updateFPS, 1000);
        });
        
        // Load available video sources
        async function loadVideoSources() {
            try {
                const devices = await navigator.mediaDevices.enumerateDevices();
                const videoDevices = devices.filter(device => device.kind === 'videoinput');
                
                videoDevices.forEach(device => {
                    const option = document.createElement('option');
                    option.value = device.deviceId;
                    option.text = device.label || `Camera ${videoSourceSelect.length + 1}`;
                    videoSourceSelect.appendChild(option);
                });
                
                // Select the first camera by default if available
                if (videoDevices.length > 0) {
                    videoSourceSelect.value = videoDevices[0].deviceId;
                    startVideo(videoDevices[0].deviceId);
                }
            } catch (err) {
                console.error('Error enumerating devices:', err);
            }
        }
        
        // Start video stream
        async function startVideo(deviceId) {
            try {
                const constraints = {
                    video: {
                        deviceId: { exact: deviceId },
                        width: { ideal: 1280 },
                        height: { ideal: 720 }
                    }
                };
                
                const stream = await navigator.mediaDevices.getUserMedia(constraints);
                videoInput.srcObject = stream;
                noVideoOverlay.classList.add('hidden');
                
                // Show video input by default
                if (!toggleEffect.checked) {
                    videoInput.classList.remove('hidden');
                    outputCanvas.classList.add('hidden');
                }
                
                // Start processing if effect is enabled
                if (toggleEffect.checked) {
                    await initBodyPix();
                    videoInput.classList.add('hidden');
                    outputCanvas.classList.remove('hidden');
                }
            } catch (err) {
                console.error('Error starting video:', err);
                noVideoOverlay.textContent = 'Error accessing camera';
            }
        }
        
        // Stop video stream
        function stopVideo() {
            if (videoInput.srcObject) {
                videoInput.srcObject.getTracks().forEach(track => track.stop());
                videoInput.srcObject = null;
            }
            videoInput.classList.add('hidden');
            outputCanvas.classList.add('hidden');
            noVideoOverlay.classList.remove('hidden');
            stopProcessing();
        }
        
        // Initialize BodyPix model
        async function initBodyPix() {
            if (net) return;
            
            processingOverlay.classList.remove('hidden');
            outputCanvas.classList.remove('hidden');
            
            try {
                // Load the BodyPix model with selected quality
                const multiplier = parseFloat(modelQuality.value);
                net = await bodyPix.load({
                    architecture: 'MobileNetV1',
                    outputStride: 16,
                    multiplier: multiplier,
                    quantBytes: 2
                });
                
                processingOverlay.classList.add('hidden');
                startProcessing();
            } catch (err) {
                console.error('Error loading BodyPix model:', err);
                processingOverlay.textContent = 'Error loading AI model';
                toggleEffect.checked = false;
            }
        }
        
        // Start background removal processing
        function startProcessing() {
            if (!net || isProcessing) return;
            
            isProcessing = true;
            outputCanvas.width = videoInput.videoWidth;
            outputCanvas.height = videoInput.videoHeight;
            
            processFrame();
        }
        
        // Stop background removal processing
        function stopProcessing() {
            isProcessing = false;
            if (net) {
                // net.dispose(); // Don't dispose if we might reuse it
                net = null;
            }
        }
        
        // Process each video frame
        async function processFrame() {
            if (!isProcessing || !net || videoInput.readyState < 2) {
                if (isProcessing) {
                    requestAnimationFrame(processFrame);
                }
                return;
            }
            
            const startTime = performance.now();
            
            try {
                // Perform segmentation
                const segmentation = await net.segmentPerson(videoInput, {
                    flipHorizontal: false,
                    internalResolution: 'medium',
                    segmentationThreshold: 0.7
                });
                
                // Get canvas context
                const ctx = outputCanvas.getContext('2d');
                
                // Draw the background based on selection
                ctx.clearRect(0, 0, outputCanvas.width, outputCanvas.height);
                
                if (currentBackground === 'transparent') {
                    // For transparent, we just leave it clear
                } else if (currentBackground === 'black') {
                    ctx.fillStyle = 'black';
                    ctx.fillRect(0, 0, outputCanvas.width, outputCanvas.height);
                } else if (currentBackground === 'gray') {
                    ctx.fillStyle = '#4B5563';
                    ctx.fillRect(0, 0, outputCanvas.width, outputCanvas.height);
                } else if (currentBackground === 'green') {
                    ctx.fillStyle = '#059669';
                    ctx.fillRect(0, 0, outputCanvas.width, outputCanvas.height);
                } else if (currentBackground === 'customImage' && customBackgroundImage) {
                    // Calculate aspect ratio and draw custom background
                    const imgAspect = customBackgroundImage.width / customBackgroundImage.height;
                    const canvasAspect = outputCanvas.width / outputCanvas.height;
                    
                    if (imgAspect > canvasAspect) {
                        // Image is wider than canvas
                        const scale = outputCanvas.width / customBackgroundImage.width;
                        const scaledHeight = customBackgroundImage.height * scale;
                        const y = (outputCanvas.height - scaledHeight) / 2;
                        ctx.drawImage(customBackgroundImage, 0, y, outputCanvas.width, scaledHeight);
                    } else {
                        // Image is taller than canvas
                        const scale = outputCanvas.height / customBackgroundImage.height;
                        const scaledWidth = customBackgroundImage.width * scale;
                        const x = (outputCanvas.width - scaledWidth) / 2;
                        ctx.drawImage(customBackgroundImage, x, 0, scaledWidth, outputCanvas.height);
                    }
                } else if (currentBackground === 'customVideo' && backgroundVideoElement) {
                    // Draw video background
                    const videoAspect = backgroundVideoElement.videoWidth / backgroundVideoElement.videoHeight;
                    const canvasAspect = outputCanvas.width / outputCanvas.height;
                    
                    if (videoAspect > canvasAspect) {
                        // Video is wider than canvas
                        const scale = outputCanvas.width / backgroundVideoElement.videoWidth;
                        const scaledHeight = backgroundVideoElement.videoHeight * scale;
                        const y = (outputCanvas.height - scaledHeight) / 2;
                        ctx.drawImage(backgroundVideoElement, 0, y, outputCanvas.width, scaledHeight);
                    } else {
                        // Video is taller than canvas
                        const scale = outputCanvas.height / backgroundVideoElement.videoHeight;
                        const scaledWidth = backgroundVideoElement.videoWidth * scale;
                        const x = (outputCanvas.width - scaledWidth) / 2;
                        ctx.drawImage(backgroundVideoElement, x, 0, scaledWidth, outputCanvas.height);
                    }
                } else if (currentBackground === 'blurred') {
                    // Draw blurred background
                    ctx.drawImage(videoInput, 0, 0, outputCanvas.width, outputCanvas.height);
                    applyBlurEffect(ctx, outputCanvas.width, outputCanvas.height, parseInt(bgBlur.value));
                }
                
                // Draw the foreground (person) with alpha mask
                const foregroundColor = { r: 255, g: 255, b: 255, a: 255 };
                const backgroundColor = { r: 0, g: 0, b: 0, a: 0 };
                const edgeBlurAmount = parseInt(edgeSmoothness.value);
                const brightness = parseInt(fgBrightness.value) / 100;
                
                bodyPix.drawBokehEffect(
                    outputCanvas,
                    videoInput,
                    segmentation,
                    parseFloat(bgBlur.value),
                    foregroundColor,
                    backgroundColor,
                    edgeBlurAmount,
                    brightness
                );
                
                // Update performance stats
                const endTime = performance.now();
                const processingTime = endTime - startTime;
                processingTimeElement.textContent = `${processingTime.toFixed(1)} ms`;
                
                frameCount++;
                
                // Process next frame
                requestAnimationFrame(processFrame);
            } catch (err) {
                console.error('Error processing frame:', err);
                isProcessing = false;
            }
        }
        
        // Apply blur effect to context
        function applyBlurEffect(ctx, width, height, radius) {
            if (radius <= 0) return;
            
            // Create temporary canvas for blur effect
            const tempCanvas = document.createElement('canvas');
            tempCanvas.width = width;
            tempCanvas.height = height;
            const tempCtx = tempCanvas.getContext('2d');
            
            // Draw the current content to temp canvas
            tempCtx.drawImage(outputCanvas, 0, 0, width, height);
            
            // Apply blur by drawing scaled down and up
            const iterations = Math.min(radius, 10);
            const scale = 1 / (iterations * 0.5 + 1);
            
            for (let i = 0; i < iterations; i++) {
                // Scale down
                const scaledWidth = width * scale;
                const scaledHeight = height * scale;
                
                tempCtx.drawImage(
                    tempCanvas,
                    0, 0, width, height,
                    0, 0, scaledWidth, scaledHeight
                );
                
                // Scale up
                tempCtx.drawImage(
                    tempCanvas,
                    0, 0, scaledWidth, scaledHeight,
                    0, 0, width, height
                );
            }
            
            // Draw the blurred content back to main canvas
            ctx.drawImage(tempCanvas, 0, 0, width, height);
        }
        
        // Update FPS counter
        function updateFPS() {
            const now = performance.now();
            if (lastTimestamp) {
                const delta = (now - lastTimestamp) / 1000;
                fps = Math.round(frameCount / delta);
                fpsCounterElement.textContent = fps;
            }
            lastTimestamp = now;
            frameCount = 0;
        }
    </script>
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