What is the open source implementation of pedestrian counting based on OpenCV and Dlib

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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