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dtlabs-rd / mc-mot

Multi-Camera Multi-Object-Tracking sample code.
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How to use this for Realtime tracking #4

Open adinathkale01 opened 5 months ago

adinathkale01 commented 5 months ago

Hi, I want to use this In real time with yolov5l6 for custom object tracking with multi-cameras, How to do this, for real-time do I need to calibrate the camera and create a homography matrix can you explain the procedure to use in real time with multicamera

mbenencase commented 3 months ago

@adinathkale01 Given that your model is a YoloV5l6 you must first define what is real-time for your application. For some applications 1FPS is real-time, for others is 60FPS. So you must define what is your FPS goal first.

Let we say that, for your application, 10FPS is real-time. Then, you must benchmark the performance of the algorithm with your yolo model.

The process of calibration is described in the article and the README.md file. Your cameras must have an overlap, otherwise this repository won't be useful for you. Also, your cameras must be static.

After that, I would recommend you benchmark the repository content with your hardware. Because YoloV5L6 is a large model and it might be the bottleneck of your application.