I installed Robotics Operating System and used the package darknet_ros[GitHub - leggedrobotics/darknet_ros: YOLO ROS: Real-Time Object Detection for ROS] to run Yolo v3 with ROS on Jetson TX1. The input image topic was created using the package video_stream_opencv[GitHub - ros-drivers/video_stream_opencv: A package to open video streams and publish them in ROS using the opencv videocapture mechanism].
After loading the weights in memory, the output from darknet_ros runs for some time, I visualized the memory usage using System Monitor, while the output video running the memory keeps filling and further the process dies when the memory is full.
This issue is referenced to - Darknet-ros process died on Jetson TX1 · Issue #124 · leggedrobotics/darknet_ros · GitHub