-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathMIT.html
More file actions
334 lines (312 loc) · 18.1 KB
/
MIT.html
File metadata and controls
334 lines (312 loc) · 18.1 KB
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
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Shuyang Du</title>
<link rel="shortcut icon" href="img/favicon.ico" type="images/x-icon"/>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom fonts for this template -->
<link href="vendor/fontawesome-free/css/all.min.css" rel="stylesheet" type="text/css">
<link href='https://fonts.googleapis.com/css?family=Lora:400,700,400italic,700italic' rel='stylesheet' type='text/css'>
<link href='https://fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800' rel='stylesheet' type='text/css'>
<!-- Custom styles for this template -->
<link href="css/clean-blog.min.css" rel="stylesheet">
</head>
<body>
<!-- Navigation -->
<nav class="navbar navbar-expand-lg navbar-light fixed-top" id="mainNav">
<div class="container">
<a class="navbar-brand" href="index.html">Shuyang Du</a>
<button class="navbar-toggler navbar-toggler-right" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
Menu
<i class="fas fa-bars"></i>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="index.html">Portfolio</a>
</li>
<li class="nav-item">
<a class="nav-link" href="about.html">About me</a>
</li>
<li class="nav-item">
<a class="nav-link" href="post.html">Other works</a>
</li>
<li class="nav-item">
<a class="nav-link" href="contact.html">Contact</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Page Header -->
<header class="masthead" style="background-image: url('img/mit2.jpg'); background-blend-mode: darken;">
<div class="overlay"></div>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<div class="post-heading">
<h1>Project of City Science Lab @ Shanghai & City Science Group at MIT Media Lab</h1>
<h2 class="subheading">City Scope LivingLine</h2>
<span class="meta" style="font-family: 'PingFang SC';">Ongoing now, I participated in June, 2018</span>
<p style="font-family: 'PingFang SC'">Credit: City Science Lab @ Shanghai & City Science Group at MIT Media Lab</p>
</div>
</div>
</div>
</div>
</header>
<!-- Content -->
<article>
<div class="container" style="font-family: 'PingFang SC';">
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<h2>Project Background</h2>
<hr>
<h3>About City Science Research Group[1]</h3>
<p>The City Science research group proposes that new strategies must be found for creating the places where people
live and work, and the mobility systems that connect them, in order to meet the profound challenges of the future. </p>
<p>What the group is doing now is investigating how new models for urban architecture and personal vehicles can be more responsive to the
unique needs and values of individuals through the application of disentangled systems and smart customization.
The group is developing technology to understand and respond to human activity, environmental conditions, and market
dynamics. We are interested in finding optimal combinations of automated systems, just-in-time information for
personal control, and interfaces to persuade people to adopt sustainable behaviors.</p>
<hr>
<h3>About City Science Lab Shanghai[2]</h3>
<p>Tongji University, Shanghai, and the MIT Media Lab's City Science team are co-developing a version of the MIT
CityScope platform for urban analysis, efficient resource utilization, and spatial programming.
The MIT CityScope is a tangible, augmented reality platform used to visualize complex urban relationships,
simulate the impact of multiple urban interventions, and support decision-making in a dynamic, iterative, evidence-based process. </p>
</div>
</div>
</div>
<hr>
<div class="container" style="font-family: 'PingFang SC';">
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<h2>Research in CityScope LivingLine</h2>
<p>We believe if a typical street inside a neighborhood can only be used for transportation, it would be a great waste of space and
resource in a big city like Shanghai. Therefore, how can we stimulate its vibrancy? Research scientists in MIT mentioned urban
intervention as an experimental tool. What we do is introducing some living labs into the experimental street in Yangpu district,
Shanghai, China, and continuously collecting the data from Wi-Fi and camera to analyze the influence of urban intervention through
people's behaviors. </p>
<span>Because this is an ongoing research project, some research data and achievement can not be open to public now. Therefore, I am sorry
that I am allowed to present some detailed information about this research project. </span>
<hr>
<img src="img/livingline1.jpg" style="width: 45%;"/>
<img src="img/livingline2.jpg" style="width: 45%;"/>
<hr>
<img src="img/livingline3.jpg" style="width: 90%;"/>
</div>
</div>
<hr>
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<h3 style="margin-bottom: 60px; margin-top: 20px;">Wi-Fi Data Analysis</h3>
</div>
</div>
<div class="row">
<div class="col-lg-5 col-md-10 mx-auto" style=" text-align:center; padding-right: 0;">
<div id="myCarousel" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#myCarousel" data-slide-to="0" class="active"></li>
<li data-target="#myCarousel" data-slide-to="1" ></li>
<li data-target="#myCarousel" data-slide-to="2" ></li>
<li data-target="#myCarousel" data-slide-to="3" ></li>
</ol>
<div class="carousel-inner">
<div class="carousel-item active">
<img class="first-slide" src="./img/rawdata.png" alt="First slide" style="height: 320px;">
<div class="container">
<div class="carousel-caption text-center">
<p>Before</p>
</div>
</div>
</div>
<div class="carousel-item">
<img class="second-slide" src="./img/tojson1.png" alt="Second slide" style="height: 320px;"/>
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/sortjson.png" alt="Third slide" style="height: 320px;">
<div class="container">
<div class="carousel-caption text-center">
<p>After</p>
</div>
</div>
</div>
<div class="carousel-item">
<img class="second-slide" src="./img/csvtime.png" alt="Second slide" style="height: 320px;">
</div>
</div>
<a class="carousel-control-prev" href="#myCarousel" role="button" data-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="carousel-control-next" href="#myCarousel" role="button" data-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
</div>
<div class="col-lg-5 col-md-10 mx-auto" style=" text-align:left; padding-left: 0;">
<h4>Pre-processing</h4>
<p>The raw data was directly collected and uploaded by probes and was not in the right format. Besides, there
was some wrong data in it. Therefore, The first work for us is to pre-process the raw data by clean the
wong and broken part, and sort to the right format such as JSON or CSV for future analysis. Then, in order
to do the visualization, we also regroup the data based on detected time and x-y coordinate. </p>
</div>
</div>
<hr>
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<p>In the visualization part, we developed a lot of demos in order to find the feature of data, by using
Grasshopper in Rhino, GIS and several open-source JavaScript libraries. </p>
<div id="Carousel_1" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#Carousel_1" data-slide-to="0" class="active"></li>
<li data-target="#Carousel_1" data-slide-to="1" ></li>
<li data-target="#Carousel_1" data-slide-to="2" ></li>
</ol>
<div class="carousel-inner">
<div class="carousel-item active">
<img class="first-slide" src="./img/wifi_time.png" alt="First slide" style="height: 500px;">
</div>
<div class="carousel-item">
<img class="second-slide" src="./img/relation_rssi.jpg" alt="Second slide" style="height: 500px;">
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/basemap.jpg" alt="Third slide" style="height: 500px;">
</div>
</div>
<a class="carousel-control-prev" href="#Carousel_1" role="button" data-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="carousel-control-next" href="#Carousel_1" role="button" data-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
<hr>
<iframe width="896" height="504" src="https://www.youtube.com/embed/7N-FmlZ-AU8" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
<hr>
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<h3 style="margin-bottom: 60px; margin-top: 20px;">Camera Data Analysis</h3>
<p>In this research section, we need to find the most suitable people detection algorithm for the project.
We first used 240 images to test each algorithms, then scored them according to the results. After that,
we used more images to do the second round test. </p>
</div>
</div>
<div class="row">
<div class="col-lg-10 col-md-10 mx-auto" style=" text-align:center;">
<div id="Carousel_2" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#Carousel_2" data-slide-to="0" class="active"></li>
<li data-target="#Carousel_2" data-slide-to="1" ></li>
<li data-target="#Carousel_2" data-slide-to="2" ></li>
<li data-target="#Carousel_2" data-slide-to="3" ></li>
<li data-target="#Carousel_2" data-slide-to="4" ></li>
<li data-target="#Carousel_2" data-slide-to="5" ></li>
</ol>
<div class="carousel-inner">
<div class="carousel-item active">
<img class="first-slide" src="./img/Group1.jpg" alt="First slide" style="height: 550px;">
</div>
<div class="carousel-item">
<img class="second-slide" src="./img/Group%202.jpg" alt="Second slide" style="height: 550px;">
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/Group%203.jpg" alt="Third slide" style="height: 550px;">
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/Group%204.jpg" alt="Third slide" style="height: 550px;">
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/Group%205.jpg" alt="Third slide" style="height: 550px;">
</div>
<div class="carousel-item">
<img class="third-slide" src="./img/Group%206.jpg" alt="Third slide" style="height: 550px;">
</div>
</div>
<a class="carousel-control-prev" href="#Carousel_2" role="button" data-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="carousel-control-next" href="#Carousel_2" role="button" data-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
</div>
</div>
<hr>
<div class="row">
<div class="col-lg-10 col-md-10 mx-auto" style=" text-align:center;">
<p>We are still working hard in the first step of camera and Wi-Fi data analysis now, and we will combine
the result of these two part of data to see if we can find something valuable for the urban intervention we did. </p>
</div>
</div>
</div>
<hr>
<div class="container" style="font-family: 'PingFang SC'; font-size: 18px;">
<div class="row">
<div class="col-lg-12 col-md-10 mx-auto" style=" text-align:center;">
<h2 class="section-heading">Reference</h2>
<p><a target="view_window" href="https://www.media.mit.edu/groups/city-science/overview/">
[1] The introduction is copied from the official site of City Science Group in MIT Media Lab. Click here to view.</a></p>
<p><a target="view_window" href="https://www.media.mit.edu/projects/city-science-lab-shanghai/overview/">
[2] The introduction is copied from the official site of project City Science Lab Shanghai of City Science Group in MIT Media Lab. Click here to view.</a></p>
</div>
</div>
</div>
</article>
<hr>
<!-- Footer -->
<footer>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<ul class="list-inline text-center">
<li class="list-inline-item">
<a target="view_window" href="https://twitter.com/DuShuyang">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-twitter fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="view_window" href="https://www.facebook.com/shuyang.du.1">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-facebook-f fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="view_window" href="https://github.com/Coldstream-Louis">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-github fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
</ul>
<p class="copyright text-muted">© 2018 Shuyang Du, all rights reserved</p>
</div>
</div>
</div>
</footer>
<!-- Bootstrap core JavaScript -->
<script src="vendor/jquery/jquery.min.js"></script>
<script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<!-- Custom scripts for this template -->
<script src="js/clean-blog.min.js"></script>
</body>
</html>