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  2. style.css +79 -0
index.html ADDED
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+ <!DOCTYPE html>
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+ <html>
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+ <head>
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+ <link rel="stylesheet" href="file/style.css" />
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+ <link rel="preconnect" href="https://fonts.googleapis.com" />
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+ <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
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+ <link href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700&display=swap" rel="stylesheet" />
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+ <title>Visual Question Answering (VQA) for Medical Imaging</title>
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+ <style>
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+ * {
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+ box-sizing: border-box;
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+ }
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+
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+ body {
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+ font-family: 'Source Sans Pro', sans-serif;
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+ font-size: 16px;
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+ }
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+
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+ .container {
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+ width: 100%;
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+ margin: 0 auto;
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+ }
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+
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+ .title {
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+ font-size: 24px !important;
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+ font-weight: 600 !important;
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+ letter-spacing: 0em;
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+ text-align: center;
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+ color: #374159 !important;
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+ }
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+
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+ .subtitle {
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+ font-size: 24px !important;
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+ font-style: italic;
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+ font-weight: 400 !important;
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+ letter-spacing: 0em;
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+ text-align: center;
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+ color: #1d652a !important;
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+ padding-bottom: 0.5em;
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+ }
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+
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+ .overview-heading {
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+ font-size: 24px !important;
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+ font-weight: 600 !important;
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+ letter-spacing: 0em;
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+ text-align: left;
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+ }
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+
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+ .overview-content {
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+ font-size: 14px !important;
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+ font-weight: 400 !important;
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+ line-height: 33px !important;
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+ letter-spacing: 0em;
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+ text-align: left;
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+ }
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+
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+ .content-image {
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+ width: 100% !important;
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+ height: auto !important;
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+ }
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+
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+ .vl {
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+ border-left: 5px solid #1d652a;
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+ padding-left: 20px;
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+ color: #1d652a !important;
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+ }
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+
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+ .grid-container {
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+ display: grid;
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+ grid-template-columns: 1fr 2fr;
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+ gap: 20px;
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+ align-items: flex-start;
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+ margin-bottom: 1em;
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+ }
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+
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+ @media screen and (max-width: 768px) {
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+ .container {
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+ width: 90%;
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+ }
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+
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+ .grid-container {
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+ display: block;
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+ }
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+
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+ .overview-heading {
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+ font-size: 18px !important;
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+ }
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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 class="title">Visual Question Answering (VQA) for Medical Imaging</h1>
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+ <h2 class="subtitle">Kalbe Digital Lab</h2>
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+ <section class="overview">
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+ <div class="grid-container">
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+ <h3 class="overview-heading"><span class="vl">Overview</span></h3>
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+ <div>
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+ <p class="overview-content">
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+ The project addresses the challenge of accurate and efficient medical imaging analysis in healthcare, aiming to reduce human error and workload for radiologists.
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+ The proposed solution involves developing advanced AI models for Visual Question Answering (VQA) to assist healthcare professionals in analyzing medical images quickly and accurately.
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+ These models will be integrated into a user-friendly web application, providing a practical tool for real-world healthcare settings.
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+ </p>
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+ <p class="overview-content">References: <a href="https://www.sciencedirect.com/science/article/abs/pii/S0933365723001252" target="_blank">https://www.sciencedirect.com/science/article/abs/pii/S0933365723001252</a></p>
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+ </div>
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+ </div>
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+ <div class="grid-container">
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+ <h3 class="overview-heading"><span class="vl">Dataset</span></h3>
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+ <div>
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+ <p class="overview-content">
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+ The model is trained with Colorectal Nuclear Segmentation and Phenotypes (CoNSeP) dataset
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+ <a href="https://warwick.ac.uk/fac/cross_fac/tia/data/hovernet" target="_blank">https://warwick.ac.uk/fac/cross_fac/tia/data/hovernet</a>. Images were extracted from 16 colorectal adenocarcinoma (CRA) WSIs.
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+ </p>
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+ <ul>
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+ <li>Target: Nuclei</li>
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+ <li>Task: Classification</li>
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+ <li>Modality: Images (Histology and Label) </li>
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+ </ul>
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+ </div>
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+ </div>
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+ <div class="grid-container">
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+ <h3 class="overview-heading"><span class="vl">Model Architecture</span></h3>
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+ <div>
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+ <p class="overview-content">The model is trained using DenseNet121 over CoNSep dataset.</p>
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+ <img class="content-image" src="img/Model-Architecture.png" alt="model-architecture" />
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+ </div>
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+ </div>
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+ </section>
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+ <h3 class="overview-heading"><span class="vl">Demo</span></h3>
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+ <p class="overview-content">Please select or upload a nuclei histology image and label image to see Nuclei Cells Classification capabilities of this model</p>
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+ </div>
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+ </body>
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+ </html>
style.css ADDED
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+ * {
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+ box-sizing: border-box;
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+ }
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+
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+ body {
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+ font-family: 'Source Sans Pro', sans-serif;
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+ font-size: 16px;
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+ }
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+
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+ .container {
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+ width: 100%;
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+ margin: 0 auto;
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+ }
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+
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+ .title {
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+ font-size: 24px !important;
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+ font-weight: 600 !important;
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+ letter-spacing: 0em;
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+ text-align: center;
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+ color: #374159 !important;
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+ }
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+
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+ .subtitle {
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+ font-size: 24px !important;
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+ font-style: italic;
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+ font-weight: 400 !important;
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+ letter-spacing: 0em;
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+ text-align: center;
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+ color: #1d652a !important;
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+ padding-bottom: 0.5em;
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+ }
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+
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+ .overview-heading {
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+ font-size: 24px !important;
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+ font-weight: 600 !important;
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+ letter-spacing: 0em;
37
+ text-align: left;
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+ }
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+
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+ .overview-content {
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+ font-size: 14px !important;
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+ font-weight: 400 !important;
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+ line-height: 33px !important;
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+ letter-spacing: 0em;
45
+ text-align: left;
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+ }
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+
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+ .content-image {
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+ width: 100% !important;
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+ height: auto !important;
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+ }
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+
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+ .vl {
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+ border-left: 5px solid #1d652a;
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+ padding-left: 20px;
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+ color: #1d652a !important;
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+ }
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+
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+ .grid-container {
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+ display: grid;
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+ grid-template-columns: 1fr 2fr;
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+ gap: 20px;
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+ align-items: flex-start;
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+ margin-bottom: 1em;
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+ }
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+
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+ @media screen and (max-width: 768px) {
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+ .container {
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+ width: 90%;
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+ }
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+
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+ .grid-container {
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+ display: block;
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+ }
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+
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+ .overview-heading {
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+ font-size: 18px !important;
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+ }
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+ }