-
Notifications
You must be signed in to change notification settings - Fork 2
/
omgpop.html
79 lines (52 loc) · 3.65 KB
/
omgpop.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
<!DOCTYPE html>
<!-- CSS Template from http://www.csstemplatesfree.org/jengo.html -->
<html lang="en">
<head>
<meta charset="utf-8">
<title>Omgpop Game Automation</title>
<link rel="stylesheet" href="assets/styles/style.css" />
<!--[if IE 6]>
<link rel="stylesheet" href="assets/styles/ie6.css" />
<![endif]-->
<!--[if IE 7]>
<link rel="stylesheet" href="assets/styles/ie7.css" />
<![endif]-->
<!--[if IE 8]>
<link rel="stylesheet" href="assets/styles/ie8.css" />
<![endif]-->
</head>
<body>
<div id="wrap">
<div id="header">
<h1><a href=".." title="Home">Greg Schafer</a></h1>
<h2>Student</h2>
</div><!--end header-->
<div id="embed">
<h3>Omgpop Game Automation (In Progress)</h3>
<iframe width="560" height="315" src="http://www.youtube.com/embed/BDNRC0w8K28" frameborder="0" allowfullscreen></iframe>
<iframe width="560" height="315" src="http://www.youtube.com/embed/sAAE5W9UKj4" frameborder="0" allowfullscreen></iframe>
<iframe width="560" height="315" src="http://www.youtube.com/embed/C9K743W2EQQ" frameborder="0" allowfullscreen></iframe>
</div><!--end intro-->
<div id="main">
<div id="content">
<p class="service-title first"><em>What</em></p>
<p>After being introduced to some of the games on <a href="http://omgpop.com/">Omgpop</a>, the clear next step was to automate them for fun. While Typow and Letterblox were straightforward -- they involved typing back OCRed text and entering all 3-6 letter words containing given letters, respectively -- Swapples is proving to be a considerable challenge. Tile identification using an SVM (thanks to the suggestion and help of a family friend) works great as is shown in the first half of the Swapples video. The second half of the video shows how fast I wish it was making moves, though. =P</p>
<p>I'm currently working to make it smarter about choosing moves (to prioritize 4-/5-in-a-row, hourglasses, multipliers, etc.) and to make moves more quickly (by making multiple moves per analyzed screenshot by tracking how a move will affect the board).</p>
<p class="service-title"><em>Tech</em></p>
<p><ul>
<li>Swapples - Python with <a href="http://scikit-learn.org/stable/modules/svm.html">scikits-learn SVMs</a> for detecting tiles, <a href="http://www.pythonware.com/products/pil/">PIL</a> for image grabbing, and <a href="http://numpy.scipy.org/">numpy</a> because it's great</li>
<li>Letterblox - Python with <a href="http://www.rutherfurd.net/python/sendkeys">SendKeys</a> for sending keystrokes</li>
<li>Typow - <a href="http://www.autohotkey.com">AutoHotkey</a> script that uses <a href="http://www.imagemagick.org">ImageMagick</a> for image grabbing and preprocessing, and <a href="http://code.google.com/p/tesseract-ocr">Tesseract</a> to OCR the image</li>
</ul></p>
<p class="service-title"><em>When</em></p>
<p>Winter Break 2011-12</p>
</div><!--end content-->
</div><!--end main-->
<div id="footer">
<p><span class="twitter"><a href="https://github.com/grschafer">GitHub</a> / <a href="http://www.linkedin.com/in/grschafer">LinkedIn</a> / <a href="https://twitter.com/#!/grschafer">Twitter</a></span></p>
</div><!--end footer-->
</div><!--end wrap-->
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.6.3/jquery.min.js"></script>
<script src="assets/js/jquery.custom.js"></script>
</body>
</html>