We have prepared a project which detects a particular object and uniquely keeps a count of it through out the video-feed. We have a setup where the camera is facing the laptop which plays a video on loop, the problem that we’re facing is, after a certain duration the count of the object keeps on decreases at a random interval. Lets say initially its around 300 after couple of days its around 100 and as mentioned above it is detecting and counting the same object with the same looped video.
The project has Jetson TX2 with MIPI CSI Camera along with latest Jetpack and TensorRT.
Is there any issue with the hardware’s used?
Is FPS a key aspect? its around 10. Is it ok?
Does anything in our setup is causing the above mentioned issue?
Will FPS count decrease after certain period of time due to hardware limitation ? Is there any such possibility?
Thanks in advance.