Jetson/L4T/TRT Customized Example

This page collects information to deploy customized models with TensorRT.

YoloV4 Tiny
Deepstream can reach 60fps with 4 video stream on Xavier: $ cd /opt/nvidia/deepstream/deepstream-5.1/sources/objectDetector_Yolo $ git apply [path/to/yolov4_tiny.patch] $ export CUDA_VER=10.2 $ make -C nvdsinfer_custom_impl_Yolo

$ wget https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov4-tiny.cfg -q --show-progress $ wget https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v4_pre/yolov4-tiny.weights -q --show-progress $ wget https://raw.githubusercontent.com/AastaNV/eLinux_data/main/deepstream/yolov4-tiny/deepstream_app_config_yoloV4_tiny.txt $ wget https://raw.githubusercontent.com/AastaNV/eLinux_data/main/deepstream/yolov4-tiny/config_infer_primary_yoloV4_tiny.txt

$ deepstream-app -c deepstream_app_config_yoloV4_tiny.txt