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1818---
1919
20+ ## 🎬 Demo
21+
22+ ### 📸 Object Detection
23+
24+ <table >
25+ <tr >
26+ <td align="center" width="50%">
27+ <b>Pedestrian Detection</b><br>
28+ <img src="demos/outputs/images/pedestrian.jpg" alt="YOLO11 pedestrian detection" width="100%">
29+ </td>
30+ <td align="center" width="50%">
31+ <b>Traffic Detection</b><br>
32+ <img src="demos/outputs/images/traffic.jpg" alt="YOLO11 traffic detection" width="100%">
33+ </td>
34+ </tr >
35+ </table >
36+
37+ ### 🎥 Multi-Object Tracking
38+
39+ <div align =" center " >
40+ <img src =" demos/outputs/videos/mot17-05-preview.gif " alt =" BoT-SORT multi-object tracking demo " width =" 480 " >
41+ <br >
42+ <i >Real-time tracking of 20+ pedestrians with trajectory prediction</i >
43+ <br ><br >
44+ <a href =" https://github.com/bcpmarvel/sentinel/releases/download/v0.1.0/mot17-05-tracked.mp4 " >📥 Download Full Quality Video</a > (34MB MP4)
45+ </div >
46+
47+ ---
48+
2049## 🚀 Quick Start
2150
2251Try it in 3 commands:
@@ -76,35 +105,6 @@ curl -X POST http://localhost:8000/api/detect \
76105
77106---
78107
79- ## 🎬 Demo
80-
81- ### 📸 Object Detection
82-
83- <table >
84- <tr >
85- <td align="center" width="50%">
86- <b>Pedestrian Detection</b><br>
87- <img src="demos/outputs/images/pedestrian.jpg" alt="YOLO11 pedestrian detection" width="100%">
88- </td>
89- <td align="center" width="50%">
90- <b>Traffic Detection</b><br>
91- <img src="demos/outputs/images/traffic.jpg" alt="YOLO11 traffic detection" width="100%">
92- </td>
93- </tr >
94- </table >
95-
96- ### 🎥 Multi-Object Tracking
97-
98- <div align =" center " >
99- <img src =" demos/outputs/videos/mot17-05-preview.gif " alt =" BoT-SORT multi-object tracking demo " width =" 480 " >
100- <br >
101- <i >Real-time tracking of 20+ pedestrians with trajectory prediction</i >
102- <br ><br >
103- <a href =" https://github.com/bcpmarvel/sentinel/releases/download/v0.1.0/mot17-05-tracked.mp4 " >📥 Download Full Quality Video</a > (34MB MP4)
104- </div >
105-
106- ---
107-
108108## ✨ Features
109109
110110| Feature | Description | Status |
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