Difference between revisions of "Jetson/L4T/TRT Customized Example"
| Line 5: | Line 5: | ||
Deepstream can reach '''60fps''' with 4 video stream on Xavier: | Deepstream can reach '''60fps''' with 4 video stream on Xavier: | ||
$ cd /opt/nvidia/deepstream/deepstream-5.1/sources/objectDetector_Yolo | $ cd /opt/nvidia/deepstream/deepstream-5.1/sources/objectDetector_Yolo | ||
| − | $ git apply | + | $ wget https://raw.githubusercontent.com/AastaNV/eLinux_data/main/deepstream/yolov4-tiny/yolov4_tiny.patch |
| + | $ git apply yolov4_tiny.patch | ||
$ export CUDA_VER=10.2 | $ export CUDA_VER=10.2 | ||
$ make -C nvdsinfer_custom_impl_Yolo | $ make -C nvdsinfer_custom_impl_Yolo | ||
Revision as of 03:05, 14 April 2021
This page collects information to deploy customized models with TensorRT.
Deepstream
YoloV4 Tiny
Deepstream can reach 60fps with 4 video stream on Xavier:
$ cd /opt/nvidia/deepstream/deepstream-5.1/sources/objectDetector_Yolo $ wget https://raw.githubusercontent.com/AastaNV/eLinux_data/main/deepstream/yolov4-tiny/yolov4_tiny.patch $ git apply 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
