Face-Recognition

This sample targets for demonstrating TensorRT2.1 Plugin API

We leverage most of the functions from jetson_inference; please check it first if you need more DL samples:

https://github.com/dusty-nv/jetson-inference

---

Environment

Jetson TX2
JetPack-3.1

Build

$ git clone https://github.com/AastaNV/Face-Recognition
$ cd Face-Recognition
$ mkdir build
$ cd build
$ cmake ..
$ make

Run

$ cd aarch/bin
$ ./face-recognition

Plugin Layer

BboxMergeLayer
This plugin layer demonstrate how to implement a CPU-based Plugin layer

1. Make required tensor as output
2. Allocate unified memory: CPU pointer== GPU pointer

**DataRoiLayer**
This plugin layer demonstrate how to implement a GPU Plugin layer
1. Got input/output data pointer in enqueue function 2. Launch GPU kernel with same cuda stream
**RecognitionLayer**
This plugin layer demonstrate more complicated handling of Plugin layer
1. This class can handle two differient layers: selectBbox and summaryLabel 2. Define some shared variable to make between layers communication easier

Support

Please rise your problem in our forum to get immediately support.
https://devtalk.nvidia.com/default/board/189/jetson-tx2/