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This article introduces you to OpenCV and Dlib based pedestrian counting open source implementation is how, the content is very detailed, interested friends can refer to, I hope to help you.

Open Source Implementation of Pedestrian Counting Based on OpenCV and Dlib

Main algorithm ideas:

1. target position is obtained by using a detection algorithm, and index numbering is carried out;

2. calculating the center of the target position;

3. tracking the target position obtained in step 1 by using a tracking algorithm;

4. calculating the center of the new target position and assigning a number to the new target position according to the distance relationship with the position in step 2;

5. Recycling 3, 4;

6. The detection algorithm is invoked every 30 frames.

Real-time pedestrian counting was achieved using MobileNet-SSD in OpenCV and correlation filter tracking in Dlib.

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