Datasets
Models
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--- a +++ b/website_pages/dataset.html @@ -0,0 +1,71 @@ +<!DOCTYPE HTML> +<html> + <head> + <title>Dataset</title> + <meta charset="utf-8" /> + <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" /> + <link rel="stylesheet" href="assets/css/main.css" /> + <noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript> + </head> + <body class="is-preload"> + <div id="page-wrapper"> + + <!-- Header --> + <header id="header"> + <nav id="nav"> + <ul> + <li><a href="index.html">Home</a></li> + <li><a href="model-deployment.html">Model Deployment</a></li> + <li> + <a href="#">Concepts</a> + <ul> + <li><a href="model-architecture.html">Model Architeture</a></li> + <li> + <a href="#">Methodology</a> + <ul> + <li><a href="dataset.html">Dataset</a></li> + <li><a href="preprocessing.html">Preprocessing</a></li> + <li><a href="results.html">Results</a></li> + </ul> + </li> + <li><a href="future-scope.html">Future Scope</a></li> + </ul> + </li> + <li><a href="about-us.html">About Us</a></li> + </ul> + </nav> + </header> + <!-- Main --> + <div id="main" class="wrapper style1"> + + <div class="container"> + <header class="major"> + <h2>Dataset</h2> + + </header> + <center> + <p> + The brain CT <a href="https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection/data">dataset</a> was provided by the <a href="https://www.rsna.org/">Radiological Society of North America (RSNA®)</a> in collaboration with members of the American Society of Neuroradiology and MD.ai which is freely available for practitioners.<br /> + It is composed of more than 25,000 annotated non-contrast cranial CT exams which have between 20 to 60 slices per CT scan of size 512×512. It consists of a set of image IDs and multi labels of presence and absence of hemorrhage and if present, then its type (subarachnoid, intraventricular, subdural, epidural, and intraparenchymal hemorrhage).<br /> + The dataset was split up into training, validation, and testing sets for an unbiased evaluation of our model fit on the training set. + </p> + </center> + + </div> + + </div> + + + + <!-- Scripts --> + <script src="assets/js/jquery.min.js"></script> + <script src="assets/js/jquery.scrolly.min.js"></script> + <script src="assets/js/jquery.dropotron.min.js"></script> + <script src="assets/js/jquery.scrollex.min.js"></script> + <script src="assets/js/browser.min.js"></script> + <script src="assets/js/breakpoints.min.js"></script> + <script src="assets/js/util.js"></script> + <script src="assets/js/main.js"></script> + +</body> +</html>