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| <a href="mailto:[email protected]">Muhammad Rizwan Munawar</a>, | ||
| <a href="mailto:[email protected]">RizwanMunawar</a> | ||
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@@ -982,16 +982,22 @@ <h4 id="displaying-density-information-on-video-frames">Displaying Density Infor | |
| <span class="n">cv2</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="s1">'Crowd Density Estimation'</span><span class="p">,</span> <span class="n">im0</span><span class="p">)</span> | ||
| </code></pre></div> | ||
| <h2 id="applications-of-crowd-density-estimation">Applications of Crowd Density Estimation</h2> | ||
| <p>1- <strong>Public Safety</strong> | ||
| - Early Warning System: Detecting unusual crowd formations. | ||
| - Emergency Response: Identifying areas of high density for quick intervention. | ||
| 2- <strong>Event Management</strong> | ||
| - Capacity Monitoring: Real-time tracking of crowd sizes in venues. | ||
| - Safety Compliance: Ensuring attendance stays within safe limits. | ||
| - Flow Analysis: Understanding movement patterns for better event planning. | ||
| 3- <strong>Urban Planning</strong> | ||
| - Space Utilization: Analyzing how people use public spaces. | ||
| - Infrastructure Planning: Designing facilities based on crowd patterns.</p> | ||
| <p>1- <strong>Public Safety</strong> </p> | ||
| <ul> | ||
| <li>Early Warning System: Detecting unusual crowd formations.</li> | ||
| <li>Emergency Response: Identifying areas of high density for quick intervention.</li> | ||
| </ul> | ||
| <p>2- <strong>Event Management</strong> </p> | ||
| <ul> | ||
| <li>Capacity Monitoring: Real-time tracking of crowd sizes in venues.</li> | ||
| <li>Safety Compliance: Ensuring attendance stays within safe limits.</li> | ||
| <li>Flow Analysis: Understanding movement patterns for better event planning.</li> | ||
| </ul> | ||
| <p>3- <strong>Urban Planning</strong> </p> | ||
| <ul> | ||
| <li>Space Utilization: Analyzing how people use public spaces.</li> | ||
| <li>Infrastructure Planning: Designing facilities based on crowd patterns.</li> | ||
| </ul> | ||
| <h2 id="explore-more">Explore More</h2> | ||
| <ul> | ||
| <li><a href="https://docs.ultralytics.com/solutions/">Contribute to Ultralytics Solutions</a></li> | ||
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| <a href="mailto:[email protected]">Ivan</a>, | ||
| <a href="mailto:[email protected]">RizwanMunawar</a> | ||
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