Spaces:
Running
Running
add dots on boxes
Browse files- index.html +94 -80
index.html
CHANGED
@@ -1,5 +1,6 @@
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<!DOCTYPE html>
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<html>
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<head>
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<style>
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* {
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@@ -12,14 +13,14 @@
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font-family: system-ui;
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background-color: #f5f5f5;
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min-height: 100vh;
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padding: 1rem;
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}
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.page-title {
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text-align: center;
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padding: 0.5rem 0;
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color: #333;
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margin-bottom: 1.5rem;
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font-size: 1.8rem;
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}
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@@ -31,13 +32,13 @@
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/* Top Section: Image and Controls Side by Side */
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.top-section {
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display: flex;
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gap: 20px;
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margin-bottom: 30px;
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}
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/* Image Section */
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.image-section {
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flex: 0 0 640px;
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display: flex;
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flex-direction: column;
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align-items: center;
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@@ -105,15 +106,15 @@
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}
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.radio-group {
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margin-bottom: 15px;
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padding: 10px;
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background: #f9f9f9;
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border-radius: 4px;
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border: 1px solid #ddd;
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}
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.radio-option {
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margin-bottom: 8px;
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}
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.radio-option label {
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@@ -126,35 +127,35 @@
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}
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.format {
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margin-bottom: 15px;
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}
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.format-title {
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font-weight: bold;
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margin-bottom: 5px;
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color: #333;
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}
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.coords {
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font-family: monospace;
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background: #f9f9f9;
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padding: 8px;
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border-radius: 4px;
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border: 1px solid #ddd;
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min-height: 20px;
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}
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.clear-button-container {
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display: flex;
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justify-content: center;
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padding-top: 10px;
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}
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.clear-button {
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background-color: #f44336;
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color: white;
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border: none;
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padding: 8px 16px;
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border-radius: 4px;
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cursor: pointer;
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font-size: 14px;
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@@ -169,9 +170,9 @@
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position: absolute;
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background: rgba(0, 0, 0, 0.7);
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color: #fff;
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padding: 3px 5px;
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border-radius: 3px;
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font-size: 11px;
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pointer-events: none;
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white-space: nowrap;
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}
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@@ -192,13 +193,13 @@
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box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1);
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border-radius: 8px;
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overflow: hidden;
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font-size: 0.9rem;
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}
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.model-explanation th,
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.model-explanation td {
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border: 1px solid #ddd;
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padding: 8px;
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text-align: left;
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}
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@@ -223,16 +224,12 @@
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margin: 0 auto;
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}
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.image-section
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flex: none;
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}
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.controls-section {
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flex: none;
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}
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}
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/* Ensure the entire layout fits within typical laptop screen heights */
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@media (max-height: 900px) {
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body {
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overflow: auto;
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@@ -240,22 +237,26 @@
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}
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</style>
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</head>
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<body>
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<h1 class="page-title">Bounding Box Coordinate Tool</h1>
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<div class="main-container">
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<!-- Top Section: Image and Controls -->
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<div class="top-section">
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<!-- Image Section -->
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<div class="image-section">
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<div class="image-container">
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<img id="image" src="demo-image.jpg"
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<canvas id="canvas"></canvas>
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<div id="labels-container" class="labels-container"></div>
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</div>
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</div>
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<!-- Controls Section -->
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<div class="controls-section">
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<div class="coordinates">
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<h2>Bounding Box Coordinates</h2>
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<div class="format">
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<div class="format-title">XYXY (x1, y1, x2, y2)
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<div id="xyxy" class="coords">No box drawn</div>
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</div>
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<div class="format">
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<div class="format-title">XYWH (x, y, width, height)
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<div id="xywh" class="coords">No box drawn</div>
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</div>
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-
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<div class="format">
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<div class="format-title">Normalized XYWH (pixel values in range of 0-1)</div>
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<div id="normalized" class="coords">No box drawn</div>
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</div>
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<div class="format">
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<div class="format-title">Center XYWH (cx, cy, w, h)
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<div id="center" class="coords">No box drawn</div>
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</div>
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</div>
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@@ -323,27 +327,32 @@
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<tbody>
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<tr>
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<td><strong>YOLO</strong></td>
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<td>Real-time object detection system. Training format uses normalized coordinates for
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<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
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</tr>
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<tr>
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<td><strong>Faster R-CNN</strong></td>
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<td>Region proposal network based detection. Typically uses absolute coordinates during
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<td><strong>XYXY</strong> (x1, y1, x2, y2) or normalized coordinates</td>
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</tr>
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<tr>
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<td><strong>SSD</strong></td>
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<td>Single Shot MultiBox Detector uses normalized coordinates for anchor boxes and
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<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
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</tr>
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<tr>
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<td><strong>RetinaNet</strong></td>
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<td>Dense object detector with focal loss. Uses normalized coordinates for anchor boxes and
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<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
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</tr>
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<tr>
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<td><strong>CornerNet</strong></td>
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<td>Anchor-free detector that predicts keypoint heatmaps. Uses normalized coordinates for
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<td><strong>Normalized Corners</strong> (x1, y1, x2, y2) in range [0,1]</td>
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</tr>
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</tbody>
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const canvas = document.getElementById('canvas');
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const ctx = canvas.getContext('2d');
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const labelsContainer = document.getElementById('labels-container');
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let isDrawing = false;
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let startX = 0;
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let startY = 0;
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canvas.style.height = image.height + 'px';
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labelsContainer.style.width = image.width + 'px';
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labelsContainer.style.height = image.height + 'px';
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}
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if (image.complete) {
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initCanvas();
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} else {
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label.textContent = text;
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label.style.left = `${x}px`;
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label.style.top = `${y}px`;
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const labelRect = label.getBoundingClientRect();
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const containerRect = labelsContainer.getBoundingClientRect();
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label.style.visibility = 'hidden';
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labelsContainer.appendChild(label);
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const tempRect = label.getBoundingClientRect();
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label.style.visibility = 'visible';
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if (x + tempRect.width > containerRect.width) {
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label.style.left = `${containerRect.width - tempRect.width - 5}px`;
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}
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if (y + tempRect.height > containerRect.height) {
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label.style.top = `${containerRect.height - tempRect.height - 5}px`;
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}
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labelsContainer.appendChild(label);
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labelElements.push(label);
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}
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function
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ctx.
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ctx.
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}
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function createLabels(x1, y1, x2, y2) {
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const height = y2 - y1;
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const format = document.querySelector('input[name="format"]:checked').value;
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let labels = [];
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switch(format) {
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case 'xyxy':
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labels = [
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{ text: `(${Math.round(x1)}, ${Math.round(y1)})`, x: x1, y: y1, position: 'top-left' },
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];
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break;
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}
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-
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labels.forEach(label => {
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createLabel(label.text, label.x, label.y, label.position);
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});
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}
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function updateCoordinates(x1, y1, x2, y2) {
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if (x1 === null || y1 === null || x2 === null || y2 === null) {
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document.getElementById('xyxy').textContent = 'No box drawn';
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document.getElementById('center').textContent = 'No box drawn';
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return;
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}
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-
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const width = x2 - x1;
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const height = y2 - y1;
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document.getElementById('xyxy').textContent =
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`[${Math.round(x1)}, ${Math.round(y1)}, ${Math.round(x2)}, ${Math.round(y2)}]`;
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-
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document.getElementById('xywh').textContent =
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`[${Math.round(x1)}, ${Math.round(y1)}, ${Math.round(width)}, ${Math.round(height)}]`;
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-
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const normalizedX = (x1 / canvas.width).toFixed(3);
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const normalizedY = (y1 / canvas.height).toFixed(3);
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const normalizedW = (width / canvas.width).toFixed(3);
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const normalizedH = (height / canvas.height).toFixed(3);
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document.getElementById('normalized').textContent =
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`[${normalizedX}, ${normalizedY}, ${normalizedW}, ${normalizedH}]`;
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-
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const centerX = x1 + width / 2;
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const centerY = y1 + height / 2;
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document.getElementById('center').textContent =
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`[${Math.round(centerX)}, ${Math.round(centerY)}, ${Math.round(width)}, ${Math.round(height)}]`;
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}
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-
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document.querySelectorAll('input[name="format"]').forEach(radio => {
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radio.addEventListener('change', () => {
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if (lastCoords) {
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}
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});
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});
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-
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canvas.addEventListener('mousedown', (e) => {
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isDrawing = true;
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const rect = canvas.getBoundingClientRect();
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clearCanvas();
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updateCoordinates(null, null, null, null);
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});
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canvas.addEventListener('mousemove', (e) => {
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if (!isDrawing) return;
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const rect = canvas.getBoundingClientRect();
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const currentX = e.clientX - rect.left;
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const currentY = e.clientY - rect.top;
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drawBox(startX, startY, currentX, currentY);
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updateCoordinates(startX, startY, currentX, currentY);
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});
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-
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canvas.addEventListener('mouseup', (e) => {
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if (!isDrawing) return;
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const rect = canvas.getBoundingClientRect();
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const endX = e.clientX - rect.left;
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const endY = e.clientY - rect.top;
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-
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drawBox(startX, startY, endX, endY);
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updateCoordinates(startX, startY, endX, endY);
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-
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isDrawing = false;
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});
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-
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canvas.addEventListener('mouseleave', () => {
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isDrawing = false;
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});
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// Event listener for the clear button
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document.getElementById('clear-button').addEventListener('click', () => {
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clearCanvas();
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lastCoords = null;
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});
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</script>
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</body>
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-
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<!DOCTYPE html>
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<html>
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+
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<head>
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<style>
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* {
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font-family: system-ui;
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background-color: #f5f5f5;
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min-height: 100vh;
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16 |
+
padding: 1rem;
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}
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18 |
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.page-title {
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text-align: center;
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padding: 0.5rem 0;
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color: #333;
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margin-bottom: 1.5rem;
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font-size: 1.8rem;
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}
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/* Top Section: Image and Controls Side by Side */
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.top-section {
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display: flex;
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35 |
+
gap: 20px;
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36 |
+
margin-bottom: 30px;
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}
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/* Image Section */
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.image-section {
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flex: 0 0 640px;
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display: flex;
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flex-direction: column;
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align-items: center;
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}
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.radio-group {
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margin-bottom: 15px;
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padding: 10px;
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background: #f9f9f9;
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border-radius: 4px;
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border: 1px solid #ddd;
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}
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.radio-option {
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margin-bottom: 8px;
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}
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.radio-option label {
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}
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.format {
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+
margin-bottom: 15px;
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}
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.format-title {
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font-weight: bold;
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margin-bottom: 5px;
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color: #333;
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}
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.coords {
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font-family: monospace;
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background: #f9f9f9;
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142 |
+
padding: 8px;
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143 |
border-radius: 4px;
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144 |
border: 1px solid #ddd;
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+
min-height: 20px;
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}
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.clear-button-container {
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display: flex;
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justify-content: center;
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padding-top: 10px;
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}
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.clear-button {
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background-color: #f44336;
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color: white;
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border: none;
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padding: 8px 16px;
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border-radius: 4px;
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cursor: pointer;
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font-size: 14px;
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position: absolute;
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background: rgba(0, 0, 0, 0.7);
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color: #fff;
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+
padding: 3px 5px;
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border-radius: 3px;
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+
font-size: 11px;
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pointer-events: none;
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white-space: nowrap;
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}
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box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1);
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border-radius: 8px;
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overflow: hidden;
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+
font-size: 0.9rem;
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}
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+
.model-explanation th,
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.model-explanation td {
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border: 1px solid #ddd;
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+
padding: 8px;
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text-align: left;
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}
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margin: 0 auto;
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}
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+
.image-section,
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.controls-section {
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flex: none;
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}
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}
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@media (max-height: 900px) {
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body {
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overflow: auto;
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}
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</style>
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</head>
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240 |
+
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<body>
|
242 |
<h1 class="page-title">Bounding Box Coordinate Tool</h1>
|
243 |
+
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<div class="main-container">
|
245 |
<!-- Top Section: Image and Controls -->
|
246 |
<div class="top-section">
|
247 |
<!-- Image Section -->
|
248 |
<div class="image-section">
|
249 |
<div class="image-container">
|
250 |
+
<img id="image" src="demo-image.jpg"
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251 |
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alt="Image created by Flux Pro with prompt 'an image of a living room with plenty of different furniture objects'"
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252 |
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width="640">
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<canvas id="canvas"></canvas>
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<div id="labels-container" class="labels-container"></div>
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</div>
|
256 |
+
<p>Try drawing a box on the image by left clicking and dragging.</p>
|
257 |
+
<p id="image-dimensions"></p>
|
258 |
</div>
|
259 |
+
|
260 |
<!-- Controls Section -->
|
261 |
<div class="controls-section">
|
262 |
<div class="coordinates">
|
|
|
283 |
|
284 |
<h2>Bounding Box Coordinates</h2>
|
285 |
<div class="format">
|
286 |
+
<div class="format-title">XYXY (x1, y1, x2, y2) → top left: (x1, y1), bottom right: (x2, y2)
|
287 |
+
</div>
|
288 |
<div id="xyxy" class="coords">No box drawn</div>
|
289 |
</div>
|
290 |
+
|
291 |
<div class="format">
|
292 |
+
<div class="format-title">XYWH (x, y, width, height) → top left: (x, y), width and height of
|
293 |
+
box</div>
|
294 |
<div id="xywh" class="coords">No box drawn</div>
|
295 |
</div>
|
296 |
+
|
297 |
<div class="format">
|
298 |
<div class="format-title">Normalized XYWH (pixel values in range of 0-1)</div>
|
299 |
<div id="normalized" class="coords">No box drawn</div>
|
300 |
</div>
|
301 |
+
|
302 |
<div class="format">
|
303 |
+
<div class="format-title">Center XYWH (cx, cy, w, h) → (center x, center y, width, height)
|
304 |
+
</div>
|
305 |
<div id="center" class="coords">No box drawn</div>
|
306 |
</div>
|
307 |
</div>
|
|
|
327 |
<tbody>
|
328 |
<tr>
|
329 |
<td><strong>YOLO</strong></td>
|
330 |
+
<td>Real-time object detection system. Training format uses normalized coordinates for
|
331 |
+
better generalization across different image sizes.</td>
|
332 |
<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
|
333 |
</tr>
|
334 |
<tr>
|
335 |
<td><strong>Faster R-CNN</strong></td>
|
336 |
+
<td>Region proposal network based detection. Typically uses absolute coordinates during
|
337 |
+
inference, but may use normalized coordinates during training.</td>
|
338 |
<td><strong>XYXY</strong> (x1, y1, x2, y2) or normalized coordinates</td>
|
339 |
</tr>
|
340 |
<tr>
|
341 |
<td><strong>SSD</strong></td>
|
342 |
+
<td>Single Shot MultiBox Detector uses normalized coordinates for anchor boxes and
|
343 |
+
predictions to handle multiple scales efficiently.</td>
|
344 |
<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
|
345 |
</tr>
|
346 |
<tr>
|
347 |
<td><strong>RetinaNet</strong></td>
|
348 |
+
<td>Dense object detector with focal loss. Uses normalized coordinates for anchor boxes and
|
349 |
+
predictions.</td>
|
350 |
<td><strong>Normalized XYWH</strong> (x, y, w, h) in range [0,1]</td>
|
351 |
</tr>
|
352 |
<tr>
|
353 |
<td><strong>CornerNet</strong></td>
|
354 |
+
<td>Anchor-free detector that predicts keypoint heatmaps. Uses normalized coordinates for
|
355 |
+
better scale invariance.</td>
|
356 |
<td><strong>Normalized Corners</strong> (x1, y1, x2, y2) in range [0,1]</td>
|
357 |
</tr>
|
358 |
</tbody>
|
|
|
366 |
const canvas = document.getElementById('canvas');
|
367 |
const ctx = canvas.getContext('2d');
|
368 |
const labelsContainer = document.getElementById('labels-container');
|
369 |
+
|
370 |
let isDrawing = false;
|
371 |
let startX = 0;
|
372 |
let startY = 0;
|
|
|
380 |
canvas.style.height = image.height + 'px';
|
381 |
labelsContainer.style.width = image.width + 'px';
|
382 |
labelsContainer.style.height = image.height + 'px';
|
383 |
+
document.getElementById('image-dimensions').textContent = 'Image dimensions: ' + image.width + ' x ' + image.height;
|
384 |
}
|
385 |
+
|
386 |
if (image.complete) {
|
387 |
initCanvas();
|
388 |
} else {
|
|
|
405 |
label.textContent = text;
|
406 |
label.style.left = `${x}px`;
|
407 |
label.style.top = `${y}px`;
|
|
|
|
|
408 |
const containerRect = labelsContainer.getBoundingClientRect();
|
|
|
409 |
label.style.visibility = 'hidden';
|
410 |
labelsContainer.appendChild(label);
|
411 |
const tempRect = label.getBoundingClientRect();
|
412 |
label.style.visibility = 'visible';
|
|
|
413 |
if (x + tempRect.width > containerRect.width) {
|
414 |
label.style.left = `${containerRect.width - tempRect.width - 5}px`;
|
415 |
}
|
|
|
416 |
if (y + tempRect.height > containerRect.height) {
|
417 |
label.style.top = `${containerRect.height - tempRect.height - 5}px`;
|
418 |
}
|
|
|
419 |
labelsContainer.appendChild(label);
|
420 |
labelElements.push(label);
|
421 |
}
|
422 |
|
423 |
+
function drawDot(x, y) {
|
424 |
+
ctx.beginPath();
|
425 |
+
ctx.arc(x, y, 4, 0, 2 * Math.PI);
|
426 |
+
ctx.fillStyle = 'black';
|
427 |
+
ctx.fill();
|
428 |
+
}
|
429 |
+
|
430 |
+
// Draw dots at the positions corresponding to the selected format.
|
431 |
+
function drawDots(x1, y1, x2, y2) {
|
432 |
+
const format = document.querySelector('input[name="format"]:checked').value;
|
433 |
+
if (format === 'center') {
|
434 |
+
const centerX = x1 + (x2 - x1) / 2;
|
435 |
+
const centerY = y1 + (y2 - y1) / 2;
|
436 |
+
drawDot(centerX, centerY);
|
437 |
+
drawDot(x1, y1);
|
438 |
+
} else {
|
439 |
+
drawDot(x1, y1);
|
440 |
+
drawDot(x2, y2);
|
441 |
+
}
|
442 |
}
|
443 |
|
444 |
function createLabels(x1, y1, x2, y2) {
|
|
|
446 |
const height = y2 - y1;
|
447 |
const format = document.querySelector('input[name="format"]:checked').value;
|
448 |
let labels = [];
|
449 |
+
switch (format) {
|
|
|
450 |
case 'xyxy':
|
451 |
labels = [
|
452 |
{ text: `(${Math.round(x1)}, ${Math.round(y1)})`, x: x1, y: y1, position: 'top-left' },
|
|
|
478 |
];
|
479 |
break;
|
480 |
}
|
|
|
481 |
labels.forEach(label => {
|
482 |
createLabel(label.text, label.x, label.y, label.position);
|
483 |
});
|
484 |
}
|
485 |
|
486 |
+
function drawBox(x1, y1, x2, y2) {
|
487 |
+
clearCanvas();
|
488 |
+
ctx.strokeStyle = '#00ff00';
|
489 |
+
ctx.lineWidth = 2;
|
490 |
+
const width = x2 - x1;
|
491 |
+
const height = y2 - y1;
|
492 |
+
ctx.strokeRect(x1, y1, width, height);
|
493 |
+
drawDots(x1, y1, x2, y2);
|
494 |
+
createLabels(x1, y1, x2, y2);
|
495 |
+
lastCoords = { x1, y1, x2, y2 };
|
496 |
+
}
|
497 |
+
|
498 |
function updateCoordinates(x1, y1, x2, y2) {
|
499 |
if (x1 === null || y1 === null || x2 === null || y2 === null) {
|
500 |
document.getElementById('xyxy').textContent = 'No box drawn';
|
|
|
503 |
document.getElementById('center').textContent = 'No box drawn';
|
504 |
return;
|
505 |
}
|
|
|
506 |
const width = x2 - x1;
|
507 |
const height = y2 - y1;
|
508 |
+
document.getElementById('xyxy').textContent =
|
|
|
509 |
`[${Math.round(x1)}, ${Math.round(y1)}, ${Math.round(x2)}, ${Math.round(y2)}]`;
|
510 |
+
document.getElementById('xywh').textContent =
|
|
|
511 |
`[${Math.round(x1)}, ${Math.round(y1)}, ${Math.round(width)}, ${Math.round(height)}]`;
|
|
|
512 |
const normalizedX = (x1 / canvas.width).toFixed(3);
|
513 |
const normalizedY = (y1 / canvas.height).toFixed(3);
|
514 |
const normalizedW = (width / canvas.width).toFixed(3);
|
515 |
const normalizedH = (height / canvas.height).toFixed(3);
|
516 |
+
document.getElementById('normalized').textContent =
|
517 |
`[${normalizedX}, ${normalizedY}, ${normalizedW}, ${normalizedH}]`;
|
|
|
518 |
const centerX = x1 + width / 2;
|
519 |
const centerY = y1 + height / 2;
|
520 |
+
document.getElementById('center').textContent =
|
521 |
`[${Math.round(centerX)}, ${Math.round(centerY)}, ${Math.round(width)}, ${Math.round(height)}]`;
|
522 |
}
|
523 |
+
|
524 |
document.querySelectorAll('input[name="format"]').forEach(radio => {
|
525 |
radio.addEventListener('change', () => {
|
526 |
if (lastCoords) {
|
|
|
529 |
}
|
530 |
});
|
531 |
});
|
532 |
+
|
533 |
canvas.addEventListener('mousedown', (e) => {
|
534 |
isDrawing = true;
|
535 |
const rect = canvas.getBoundingClientRect();
|
|
|
538 |
clearCanvas();
|
539 |
updateCoordinates(null, null, null, null);
|
540 |
});
|
541 |
+
|
542 |
canvas.addEventListener('mousemove', (e) => {
|
543 |
if (!isDrawing) return;
|
|
|
544 |
const rect = canvas.getBoundingClientRect();
|
545 |
const currentX = e.clientX - rect.left;
|
546 |
const currentY = e.clientY - rect.top;
|
|
|
547 |
drawBox(startX, startY, currentX, currentY);
|
548 |
updateCoordinates(startX, startY, currentX, currentY);
|
549 |
});
|
550 |
+
|
551 |
canvas.addEventListener('mouseup', (e) => {
|
552 |
if (!isDrawing) return;
|
|
|
553 |
const rect = canvas.getBoundingClientRect();
|
554 |
const endX = e.clientX - rect.left;
|
555 |
const endY = e.clientY - rect.top;
|
|
|
556 |
drawBox(startX, startY, endX, endY);
|
557 |
updateCoordinates(startX, startY, endX, endY);
|
|
|
558 |
isDrawing = false;
|
559 |
});
|
560 |
+
|
561 |
canvas.addEventListener('mouseleave', () => {
|
562 |
isDrawing = false;
|
563 |
});
|
564 |
|
|
|
565 |
document.getElementById('clear-button').addEventListener('click', () => {
|
566 |
clearCanvas();
|
567 |
lastCoords = null;
|
|
|
569 |
});
|
570 |
</script>
|
571 |
</body>
|
572 |
+
|
573 |
+
</html>
|