NVIDIA DeepStream for highly performant video stream analytics
If, like me, you have ever been experimenting with applying deep learning models for video stream processing to perform object detection or scene classification, you will probably run into approaches where Python scripts are used to extract each individual frame from a video file in a loop and feed each of the frames to a model individually. In this blog post I will present a much more performant approach based on NVIDIA's DeepStream toolkit.
Jan 5, 2025
