When using the GUI with RTSP Stream Freezing after 30s

I am using the DLC Live GUI and connecting to an RTSP stream of a camera. It seems that after a certain period of time (30s - 2 minutes) the camera that is initialized freezes on the frame within the DLC window. 

If it matters at all, I am using a GPU (NVIDIA RTX 3080) and also have 32GB of RAM on this machine.

Would there be any reason why this is happening?