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So this is a work in progress, but the basics for object detection and tracking (for the moment only faces and hands are available) have been implemented in two separate classes:
ObjectTracker
andObjectDetector
. This will allow future scripts to take advantage of the Yolo V4 network hidden behind theObjectDetector
to detect more objects.The third class introduced here, namely
ObjectDetectionNTracking
is only here to hide the "complexities" of communicating with both the tracker and detector.Finally, I also implemented some kind of wrapper around the
cv.imshow()
function so that image display happens in another thread, and to make it hopefully easier for users to handle.