-
Notifications
You must be signed in to change notification settings - Fork 0
/
MEDIC.html
100 lines (85 loc) · 5.56 KB
/
MEDIC.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Benchmark Datasets for Machine Learning for Natural Disasters</title>
<link rel="shortcut icon" href="/favicon.ico" type="image/x-icon">
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-gH2yIJqKdNHPEq0n4Mqa/HGKIhSkIHeL5AyhkYV8i59U5AR6csBvApHHNl/vI1Bx" crossorigin="anonymous">
<link href="customstylesheet.css" rel="stylesheet">
<link rel="stylesheet" href="https://www.w3schools.com/w3css/4/w3.css">
</head>
<!-- HEADER/ NAV BAR -->
<div class>
<header class="d-flex flex-wrap justify-content-center pb-2 mb-3 border-bottom">
<a href="/" class=" d-flex align-items-center mt-0 mb-4 mb-md-5 me-md-auto text-dark text-decoration-none"> </a>
<ul class="nav nav-pills">
<li class="nav-item"><a href="index.html" class="nav-link" aria-current="page">Home</a></li>
<li class="nav-item"><a href="tableNADBenchmarks.pdf" class="nav-link">Datasets</a></li>
<li class="nav-item"><a href="aboutus.html" class="nav-link">About</a></li>
<li class="nav-item"><a href="submitnew.html" class="nav-link">Submit New</a></li>
<li class="nav-item"><a href="https://github.com/ROC-HCI/NADBenchmarks" class="nav-link">Github</a></li>
</ul>
</header>
</div>
<body style="background-color:#FFFAF0;">
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity="sha384-A3rJD856KowSb7dwlZdYEkO39Gagi7vIsF0jrRAoQmDKKtQBHUuLZ9AsSv4jD4Xa" crossorigin="anonymous"></script>
<!-- Blog entry 24 -->
<div class="w3-card-4 w3-margin w3-white">
<div class="w3-container w3-padding-large">
<h3><b>MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification</b></h3> <!-- Title -->
<h5> Image | General | Preparedness </h5> <!-- Type | Topic | Disaster phase -->
</div>
<div class="w3-container"> <!-- Data description -->
<p> MEDIC is a general-disaster dataset for disaster type detection, informativeness classification, categorization of humanitarian tasks, and damage severity assessment. It contains 71,198 images and is introduced for multitask learning.</p>
<div>
<div class="bd-example-snippet bd-code-snippet"><div class="bd-example">
<ul class="list-group"> <!-- change the parts after strong -->
<!-- <li class="list-group-item disabled" aria-disabled="true">A disabled item</li> -->
<li class="list-group-item"><strong>ML task type:</strong> Multitask learning</li>
<li class="list-group-item"><strong>Data Source:</strong> Social Media (Twitter, Google, Bing, Flickr, Instagram)</li>
<li class="list-group-item"><strong>Size:</strong> 71,198 Images </li>
<li class="list-group-item"><strong>Timespan:</strong> 2014 - 2018 </li>
<li class="list-group-item"> <strong>Geographical Coverage:</strong> Global </li>
</ul>
</div></div>
<div>
<div class="bd-example-snippet bd-code-snippet mt-2"><div class="bd-example">
<ul class="list-group"> <!-- change the parts after strong -->
<!-- <li class="list-group-item disabled" aria-disabled="true">A disabled item</li> -->
<li class="list-group-item"> <strong>Baseline Information</strong> Please refer to the paper</li>
<!--<li class="list-group-item"> <strong>Evaluated on:</strong> </li>
<li class="list-group-item"> <strong>Metrics used:</strong> </li>
<li class="list-group-item"> <strong>Results as reported in original paper: </strong> </li> -->
</ul>
</div></div>
<div>
<div class="bd-example-snippet bd-code-snippet mt-2"><div class="bd-example">
<ul class="list-group"> <!-- change the parts after strong -->
<!-- <li class="list-group-item disabled" aria-disabled="true">A disabled item</li> -->
<li class="list-group-item"> <strong>Find out more by:</strong></li>
<li class="list-group-item"> <a href="https://arxiv.org/abs/2108.12828?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529" target="_blank">Reading the research paper</a></li>
<li class="list-group-item"> <a href="https://github.com/firojalam/medic/" target="_blank">Checking out the dataset!</a></li>
</ul>
</div></div>
<div>
<div class="bd-example-snippet bd-code-snippet mt-2"><div class="bd-example">
<div class="accordion" id="accordionExample">
<div class="accordion-item">
<h4 class="accordion-header" id="headingOne">
<button class="accordion-button" type="button" data-bs-toggle="collapse" data-bs-target="#collapseOne" aria-expanded="true" aria-controls="collapseOne">
If you're using this resource, please cite:
</button>
</h4>
<div id="collapseOne" class="accordion-collapse collapse show" aria-labelledby="headingOne" data-bs-parent="#accordionExample">
<div class="accordion-body">
Firoj Alam, Tanvirul Alam, Md Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli, et al. MEDIC: a multi-task learning
dataset for disaster image classification. arXiv preprint arXiv:2108.12828, 2021.
</div>
</div>
</div>
</div>
</div>
<hr>
</body>
</html>