Person detection and tracking jetson nano 4gb

Autonomous Machines Jetson & Embedded Systems Jetson Nano
1

I want to implement people detection and tracking on my Jetson Nano 4gb

I’m beginner to Nvidia platform, and struggling quite a bit to have a idea how to begin and implement it.

Could anyone please give me just hits, references of tools that will help me get a picture how to to begin and complete my goal.

2

There are many ways to achieve this, one way to go is DeepStream: https://developer.nvidia.com/deepstream-sdk

3

thank you.

yes i’m learning gstreamer before entering into Deepstream.

however though, for detection, i guess “sources/objectDetector_Yolo” can be best example program in terms of accuracy and performance for demonstrating the implementation of person detection in deepstream?

about tracking people, i found Gst-nvtracker. but there are no example program available?

4

i found under this link Performance — DeepStream 6.1.1 Release documentation

DetectNetV2 – ResNet10 with KLT tracker using config file source8_1080p_dec_infer-resnet_tracker_tiled_display_fp16_nano.txt can be used to implement people detection and tracking?