This is a simulation of one example GPU with fixed costs, not a measurement: real capacity depends on the GPU, codec, resolution and model. Element names and config keys follow the DeepStream guide. The detector output is scripted; the clustering, IoU tracking and counting are computed. Independent lesson, not affiliated with or endorsed by NVIDIA.