-
Notifications
You must be signed in to change notification settings - Fork 0
/
portfolio-skin_cancer.html
182 lines (147 loc) · 8.58 KB
/
portfolio-skin_cancer.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
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<title>Project-
Skin Cancer Semantic Segmentation</title>
<meta content="" name="description">
<meta content="" name="keywords">
<!-- Favicons -->
<link href="assets/img/favicon.png" rel="icon">
<link href="assets/img/apple-touch-icon.png" rel="apple-touch-icon">
<!-- Google Fonts -->
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i|Raleway:300,300i,400,400i,500,500i,600,600i,700,700i|Poppins:300,300i,400,400i,500,500i,600,600i,700,700i" rel="stylesheet">
<!-- Vendor CSS Files -->
<link href="assets/vendor/aos/aos.css" rel="stylesheet">
<link href="assets/vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<link href="assets/vendor/bootstrap-icons/bootstrap-icons.css" rel="stylesheet">
<link href="assets/vendor/boxicons/css/boxicons.min.css" rel="stylesheet">
<link href="assets/vendor/glightbox/css/glightbox.min.css" rel="stylesheet">
<link href="assets/vendor/swiper/swiper-bundle.min.css" rel="stylesheet">
<!-- Template Main CSS File -->
<link href="assets/css/style.css" rel="stylesheet">
<!-- =======================================================
* Template Name: iPortfolio
* Template URL: https://bootstrapmade.com/iportfolio-bootstrap-portfolio-websites-template/
* Updated: Mar 17 2024 with Bootstrap v5.3.3
* Author: BootstrapMade.com
* License: https://bootstrapmade.com/license/
======================================================== -->
</head>
<body>
<!-- ======= Mobile nav toggle button ======= -->
<i class="bi bi-list mobile-nav-toggle d-xl-none"></i>
<!-- ======= Header ======= -->
<header id="header">
<div class="d-flex flex-column">
<div class="profile">
<img src="assets/img/profile-img.jpg" alt="" class="img-fluid rounded-circle">
<h1 class="text-light"><a href="index.html">Anindha Dhar</a></h1>
<div class="social-links mt-3 text-center">
<a href="https://twitter.com/AnindhaDhar" class="twitter" target="_blank"><i class="bx bxl-twitter"></i></a>
<a href="https://www.facebook.com/anindha.dhar" class="facebook" target="_blank"><i class="bx bxl-facebook"></i></a>
<a href="https://www.instagram.com/a.n.i.n.d.h.a/" class="instagram" target="_blank"><i class="bx bxl-instagram"></i></a>
<a href="mailto:[email protected]" class="email" target="_blank"><i class="bx bx-envelope"></i></a>
<a href="https://www.linkedin.com/in/anindha-dhar/" class="linkedin" target="_blank"><i class="bx bxl-linkedin"></i></a>
</div>
</div>
<nav id="navbar" class="nav-menu navbar">
<ul>
<li><a href="index.html#hero" class="nav-link scrollto active"><i class="bx bx-home"></i> <span>Home</span></a></li>
<li><a href="index.html#about" class="nav-link scrollto"><i class="bx bx-user"></i> <span>About</span></a></li>
<li><a href="index.html#resume" class="nav-link scrollto"><i class="bx bx-file-blank"></i> <span>Resume</span></a></li>
<li><a href="index.html#portfolio" class="nav-link scrollto"><i class="bx bx-book-content"></i> <span>Portfolio</span></a></li>
<li><a href="index.html#certificates" class="nav-link scrollto"><i class="bx bx-award"></i> <span>Certificates</span></a></li>
<li><a href="index.html#testimonials" class="nav-link scrollto"><i class="bx bx-server"></i> <span>Recommendations</span></a></li>
<li><a href="index.html#contact" class="nav-link scrollto"><i class="bx bx-envelope"></i> <span>Contact</span></a></li>
</ul>
</nav><!-- .nav-menu -->
</div>
</header><!-- End Header -->
<main id="main">
<!-- ======= Breadcrumbs ======= -->
<section id="breadcrumbs" class="breadcrumbs">
<div class="container">
<div class="d-flex justify-content-between align-items-center">
<h2>
Skin Cancer Semantic Segmentation</h2>
<ol>
<li><a href="index.html">Home</a></li>
<li>Portfoio Details</li>
</ol>
</div>
</div>
</section><!-- End Breadcrumbs -->
<!-- ======= Portfolio Details Section ======= -->
<section id="portfolio-details" class="portfolio-details">
<div class="container">
<div class="row gy-4">
<div class="col-lg-8">
<div class="portfolio-details-slider swiper">
<div class="swiper-wrapper align-items-center">
<div class="swiper-slide">
<img src="assets/img/portfolio/skin_cancer1.png" alt="">
</div>
<div class="swiper-slide">
<img src="assets/img/portfolio/skin.png" alt="">
</div>
</div>
<div class="swiper-pagination"></div>
</div>
</div>
<div class="col-lg-4">
<div class="portfolio-info">
<h3>Project information</h3>
<ul>
<!-- <li><strong>Category</strong>: Web design</li> -->
<li><strong>Associated With</strong>: EEE 402: Artificial Intelligence & Machine Learning Laboratory</li>
<li><strong>Project date</strong>: February, 2024</li>
<li><strong>Project Report</strong>: <a href="https://drive.google.com/file/d/1AAx68EVOaT9fZDQW3EQO-tHsAxK_o89v/view?usp=sharing">Click to View in IEEE format</a></li>
<li><strong>Skiils: </strong>: Convolutional Neural Networks (CNN) · Deep Learning · TransUnet · Medical Image Segmentation</li>
</ul>
</div>
<div class="portfolio-description">
<h2>Project Details:</h2>
<p>
Our study aims to enhance neural network segmentation for medical imaging tasks focused on single roughly elliptically distributed objects. Our method involves training neural networks on polar transformations of the original dataset, ensuring alignment of the polar origin with the object’s center point.
This innovative approach effectively reduces dimensionality and facilitates the separation of segmentation and localization tasks, thereby promoting network convergence. We explore two distinct strategies for determining the optimal polar origin: leveraging segmentation trained on non-polar images and utilizing a model trained to predict the optimal origin.
Using the ISIC-2018 dataset, we replicate and extend upon a method proposed in a prior study. Additionally, we conduct a comprehensive comparison with the TransUNet model and
introduce a novel architecture combining TransUNet and stacked hourglass models.
</p>
</div>
</div>
</div>
</div>
</section><!-- End Portfolio Details Section -->
</main><!-- End #main -->
<!-- ======= Footer ======= -->
<footer id="footer">
<div class="container">
<div class="copyright">
© Copyright <strong><span>Anindha Dhar</span></strong>
</div>
<div class="credits">
<!-- All the links in the footer should remain intact. -->
<!-- You can delete the links only if you purchased the pro version. -->
<!-- Licensing information: https://bootstrapmade.com/license/ -->
<!-- Purchase the pro version with working PHP/AJAX contact form: https://bootstrapmade.com/iportfolio-bootstrap-portfolio-websites-template/ -->
Designed by <a href="https://bootstrapmade.com/">BootstrapMade</a>
</div>
</div>
</footer><!-- End Footer -->
<a href="#" class="back-to-top d-flex align-items-center justify-content-center"><i class="bi bi-arrow-up-short"></i></a>
<!-- Vendor JS Files -->
<script src="assets/vendor/purecounter/purecounter_vanilla.js"></script>
<script src="assets/vendor/aos/aos.js"></script>
<script src="assets/vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<script src="assets/vendor/glightbox/js/glightbox.min.js"></script>
<script src="assets/vendor/isotope-layout/isotope.pkgd.min.js"></script>
<script src="assets/vendor/swiper/swiper-bundle.min.js"></script>
<script src="assets/vendor/typed.js/typed.umd.js"></script>
<script src="assets/vendor/waypoints/noframework.waypoints.js"></script>
<script src="assets/vendor/php-email-form/validate.js"></script>
<!-- Template Main JS File -->
<script src="assets/js/main.js"></script>
</body>
</html>