An end to end sample for trafficcamnet model(NVIDIA NGC), running with tensorrt.
cuda
tensorrt
deepstream
opencv
tao-converter
- download files from https://catalog.ngc.nvidia.com/orgs/nvidia/teams/tao/models/trafficcamnet/files?version=pruned_v1.0.3
- tao-converter -k tlt_encode -d 3,544,960 -t int8 -c trafficcamnet_int8.txt -e resnet18_trafficcamnet_pruned.int8.engine resnet18_trafficcamnet_pruned.etlt
mkdir build
cd build
cmake ..
make
./test --model /path_to_model/resnet18_trafficcamnet_pruned.int8.engine --img car.jpeg --iterators 100