Recently I reimplement DeepSORT which employs another CNN for re-id. It seems it gives better result but also slows the program a bit. Also, a PyTorch version is available at ZQPei, thanks!
Performance
Currently on a GTX 1060 6G it consumes about 1G RAM and have 37 FPS.
LibTorch can be easily integrated with CMake, but there are a lot of strange things...
On Ubuntu 16.04, I use apt install to install the others. Everything is fine. On Windows 10 + Visual Studio 2017, I use the latest stable version of the others from their official websites.
Snapshots
Here are some intermediate output from detection and tracking module: