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- ---
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- license: mit
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- task_categories:
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- - object-detection
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- language:
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- - en
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- tags:
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- - Oriented Logo Detection
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- - Oriented Object Detection
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- - Sponsor Visibility
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- - logo
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- - detction
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- pretty_name: ExposureEngine
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- ---
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- <div style="font-family: Inter, -apple-system, Segoe UI, Roboto, Helvetica, Arial, sans-serif; max-width: 940px; margin: 0 auto; line-height: 1.55; color: #111; text-align: left;">
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- <div style="background: linear-gradient(135deg,#0ea5e9,#8b5cf6); border-radius: 12px; padding: 22px 24px; color: #fff; box-shadow: 0 6px 18px rgba(0,0,0,0.15);">
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- <h1 style="margin: 0 0 6px; font-size: 28px; letter-spacing: 0.2px; text-align: left;">ExposureEngine: Oriented Logo Detection & Sponsor Visibility Analytics (Dataset)</h1>
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- <p style="margin: 0; opacity: 0.95; text-align: left;">Rotation-aware <strong>OBB</strong> annotations for sponsor logos in professional soccer broadcasts — built for <strong>sports analytics</strong>, <strong>YOLO OBB training</strong>, and <strong>sponsorship measurement</strong>.</p>
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  </div>
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- <div style="display: flex; gap: 10px; flex-wrap: wrap; margin: 14px 0 22px; text-align: left;">
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- <span style="background:#eef2ff; color:#3730a3; padding:6px 10px; border-radius:999px; font-size:12px;">Oriented Bounding Boxes</span>
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- <span style="background:#ecfeff; color:#155e75; padding:6px 10px; border-radius:999px; font-size:12px;">Sports Broadcasts</span>
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- <span style="background:#f0fdf4; color:#166534; padding:6px 10px; border-radius:999px; font-size:12px;">Sponsorship Analytics</span>
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- <span style="background:#fff7ed; color:#9a3412; padding:6px 10px; border-radius:999px; font-size:12px;">YOLOv8/YOLOv11 OBB</span>
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- <span style="background:#fef2f2; color:#991b1b; padding:6px 10px; border-radius:999px; font-size:12px;">Brand Visibility</span>
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  </div>
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- <div style="background: linear-gradient(135deg,#0ea5e9,#8b5cf6); border-radius: 12px; padding: 22px 24px; color: #fff; box-shadow: 0 6px 18px rgba(0,0,0,0.15);">
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  <p><strong>ExposureEngine</strong> provides high-quality <em>oriented bounding box (OBB)</em> polygon annotations of sponsor logos from professional soccer footage to enable accurate <strong>sponsor visibility measurement</strong>, <strong>logo tracking</strong>, and <strong>rotation-aware detection</strong>.</p>
33
  </div>
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- <div style="background:#f9fafb; border: 1px solid red; border-radius: 12px; padding: 16px 18px; margin-top: 18px;">
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- <h2 style="margin: 0 0 10px; font-size: 20px;color: black">📂 Dataset Overview</h2>
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- <ul style="margin: 0; padding-left: 18px; color:black">
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- <li><strong style="color: black">Source:</strong> 97 broadcast highlight clips from the <em>2024 Swedish Elite Soccer League</em></li>
38
- <li><strong style="color: black">Frames:</strong> 1,103 curated frames (sampled at 1 FPS)</li>
39
- <li><strong style="color: black">Annotations:</strong> 670 unique sponsor logos with <strong>OBB polygon coordinates</strong> (YOLO format)</li>
40
- <li><strong style="color: black">Coverage:</strong> 32 matches · 16 teams · diverse events: Goals, Shots, Yellow Cards, Offsides, Substitutions</li>
41
- <li><strong style="color: black">Splits:</strong> Train / Validation / Test = <strong>80 / 10 / 10</strong></li>
 
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  </ul>
43
  </div>
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- <div style="background:#fefce8; border:1px solid #facc15; border-radius:12px; padding:14px 16px; margin-top:18px;">
46
- <h2 style="margin:0 0 10px; font-size:20px; color: black">🔍 Why Oriented Bounding Boxes?</h2>
47
  <p style="margin:0;">OBB captures <strong>rotation</strong>, <strong>skew</strong>, and <strong>perspective</strong> — common in sports due to dynamic camera angles, jersey folds, and slanted boards. This improves <strong>coverage accuracy</strong> and <strong>downstream analytics</strong> over traditional HBB.</p>
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  </div>
49
 
50
- <div style="background:#ecfdf5; border:1px solid #34d399; border-radius:12px; padding:14px 16px; margin-top:18px;">
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- <h2 style="margin:0 0 10px; font-size:20px;color: black">🚀 Applications</h2>
52
  <ul style="margin:0; padding-left:18px;">
53
  <li>Sports <strong>sponsorship analytics</strong> & reporting</li>
54
  <li><strong>YOLO-based</strong> OBB training & benchmarking</li>
@@ -57,24 +58,24 @@ pretty_name: ExposureEngine
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  </ul>
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  </div>
59
 
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- <div style="background:#eff6ff; border: 1px solid #3b82f6; border-radius: 12px; padding: 14px 16px; margin-top: 18px;">
61
- <h2 style="margin:0 0 10px; font-size:20px;color: black">⚡ Quick Start (🤗 Datasets)</h2>
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- <pre style="margin:0; background:#0b1021; color:#e5e7eb; padding:12px 14px; border-radius:10px; overflow:auto;"><code>from datasets import load_dataset
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64
  dataset = load_dataset("SimulaMet-HOST/ExposureEngine")
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  print(dataset)</code></pre>
66
- <p style="margin:10px 0 0; font-size:14px; color:#374151;">Each label file contains <strong>four-corner polygon coordinates</strong> per logo in <em>YOLO OBB</em> format.</p>
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  </div>
68
 
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- <div style="background:#faf5ff; border:1px solid #a855f7; border-radius:12px; padding:14px 16px; margin-top:18px;">
70
- <h2 style="margin:0 0 10px; font-size:20px;color: black">📄 Citation</h2>
71
  <p style="margin:0;">If you use this dataset, please cite:</p>
72
  <p style="margin:8px 0 0;"><em>ExposureEngine: Oriented Logo Detection and Sponsor Visibility Analytics in Sports Broadcasts.</em></p>
73
  </div>
74
 
75
- <div style="background:#f1f5f9; border:1px solid #94a3b8; border-radius:12px; padding:14px 16px; margin-top:18px;">
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- <h2 style="margin:0 0 10px; font-size:20px;color: black">📬 Contact</h2>
77
- <p style="margin:0;">Email: <a href="mailto:mehdi@forzasys.com" style="color:#2563eb; text-decoration:none;">mehdi@forzasys.com</a></p>
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  </div>
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- </div>
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - object-detection
5
+ language:
6
+ - en
7
+ tags:
8
+ - Oriented Logo Detection
9
+ - Oriented Object Detection
10
+ - Sponsor Visibility
11
+ - logo
12
+ - detction
13
+ pretty_name: ExposureEngine
14
+ ---
15
 
16
+ <div style="font-family: Inter, -apple-system, Segoe UI, Roboto, Helvetica, Arial, sans-serif; max-width: 940px; margin: 0 auto; line-height: 1.55; color: inherit; text-align: left;">
17
 
18
+ <div style="border:1px solid #ccc; border-radius: 12px; padding: 22px 24px; color: inherit;">
19
+ <h1 style="margin: 0 0 6px; font-size: 28px; letter-spacing: 0.2px;">ExposureEngine: Oriented Logo Detection & Sponsor Visibility Analytics (Dataset)</h1>
20
+ <p style="margin: 0;">Rotation-aware <strong>OBB</strong> annotations for sponsor logos in professional soccer broadcasts — built for <strong>sports analytics</strong>, <strong>YOLO OBB training</strong>, and <strong>sponsorship measurement</strong>.</p>
21
  </div>
22
 
23
+ <div style="display: flex; gap: 10px; flex-wrap: wrap; margin: 14px 0 22px;">
24
+ <span style="border:1px solid #ccc; padding:6px 10px; border-radius:999px; font-size:12px; color: inherit;">Oriented Bounding Boxes</span>
25
+ <span style="border:1px solid #ccc; padding:6px 10px; border-radius:999px; font-size:12px; color: inherit;">Sports Broadcasts</span>
26
+ <span style="border:1px solid #ccc; padding:6px 10px; border-radius:999px; font-size:12px; color: inherit;">Sponsorship Analytics</span>
27
+ <span style="border:1px solid #ccc; padding:6px 10px; border-radius:999px; font-size:12px; color: inherit;">YOLOv8/YOLOv11 OBB</span>
28
+ <span style="border:1px solid #ccc; padding:6px 10px; border-radius:999px; font-size:12px; color: inherit;">Brand Visibility</span>
29
  </div>
30
 
31
+ <div style="border:1px solid #ccc; border-radius: 12px; padding: 22px 24px; color: inherit;">
32
  <p><strong>ExposureEngine</strong> provides high-quality <em>oriented bounding box (OBB)</em> polygon annotations of sponsor logos from professional soccer footage to enable accurate <strong>sponsor visibility measurement</strong>, <strong>logo tracking</strong>, and <strong>rotation-aware detection</strong>.</p>
33
  </div>
34
+
35
+ <div style="border: 1px solid #ccc; border-radius: 12px; padding: 16px 18px; margin-top: 18px;">
36
+ <h2 style="margin: 0 0 10px; font-size: 20px;">📂 Dataset Overview</h2>
37
+ <ul style="margin: 0; padding-left: 18px;">
38
+ <li><strong>Source:</strong> 97 broadcast highlight clips from the <em>2024 Swedish Elite Soccer League</em></li>
39
+ <li><strong>Frames:</strong> 1,103 curated frames (sampled at 1 FPS)</li>
40
+ <li><strong>Annotations:</strong> 670 unique sponsor logos with <strong>OBB polygon coordinates</strong> (YOLO format)</li>
41
+ <li><strong>Coverage:</strong> 32 matches · 16 teams · diverse events: Goals, Shots, Yellow Cards, Offsides, Substitutions</li>
42
+ <li><strong>Splits:</strong> Train / Validation / Test = <strong>80 / 10 / 10</strong></li>
43
  </ul>
44
  </div>
45
 
46
+ <div style="border:1px solid #ccc; border-radius:12px; padding:14px 16px; margin-top:18px;">
47
+ <h2 style="margin:0 0 10px; font-size:20px;">🔍 Why Oriented Bounding Boxes?</h2>
48
  <p style="margin:0;">OBB captures <strong>rotation</strong>, <strong>skew</strong>, and <strong>perspective</strong> — common in sports due to dynamic camera angles, jersey folds, and slanted boards. This improves <strong>coverage accuracy</strong> and <strong>downstream analytics</strong> over traditional HBB.</p>
49
  </div>
50
 
51
+ <div style="border:1px solid #ccc; border-radius:12px; padding:14px 16px; margin-top:18px;">
52
+ <h2 style="margin:0 0 10px; font-size:20px;">🚀 Applications</h2>
53
  <ul style="margin:0; padding-left:18px;">
54
  <li>Sports <strong>sponsorship analytics</strong> & reporting</li>
55
  <li><strong>YOLO-based</strong> OBB training & benchmarking</li>
 
58
  </ul>
59
  </div>
60
 
61
+ <div style="border: 1px solid #ccc; border-radius: 12px; padding: 14px 16px; margin-top: 18px;">
62
+ <h2 style="margin:0 0 10px; font-size:20px;">⚡ Quick Start (🤗 Datasets)</h2>
63
+ <pre style="margin:0; background:transparent; color: inherit; padding:12px 14px; border-radius:10px; border:1px solid #ccc; overflow:auto;"><code>from datasets import load_dataset
64
 
65
  dataset = load_dataset("SimulaMet-HOST/ExposureEngine")
66
  print(dataset)</code></pre>
67
+ <p style="margin:10px 0 0; font-size:14px;">Each label file contains <strong>four-corner polygon coordinates</strong> per logo in <em>YOLO OBB</em> format.</p>
68
  </div>
69
 
70
+ <div style="border:1px solid #ccc; border-radius:12px; padding:14px 16px; margin-top:18px;">
71
+ <h2 style="margin:0 0 10px; font-size:20px;">📄 Citation</h2>
72
  <p style="margin:0;">If you use this dataset, please cite:</p>
73
  <p style="margin:8px 0 0;"><em>ExposureEngine: Oriented Logo Detection and Sponsor Visibility Analytics in Sports Broadcasts.</em></p>
74
  </div>
75
 
76
+ <div style="border:1px solid #ccc; border-radius:12px; padding:14px 16px; margin-top:18px;">
77
+ <h2 style="margin:0 0 10px; font-size:20px;">📬 Contact</h2>
78
+ <p style="margin:0;">Email: <a href="mailto:mehdi@forzasys.com" style="color: inherit; text-decoration: underline;">mehdi@forzasys.com</a></p>
79
  </div>
80
 
81
+ </div>