Since the model is trained by you, please confirm that the model accepts the gray image with 200x64 resolution as input and the input tensor dimension is NCHW.
The preprocessing algorithm is the training script, please guarantee the preprocessing parameters are aligned with your training script. DeepStream SDK FAQ - Intelligent Video Analytics / DeepStream SDK - NVIDIA Developer Forums