Deployment Process of BEV Multi-Task and CenterPoint 3D Algorithms Based on RDK S100

1. Environment Deployment


Download the TROS installation package, copy it to the RDK S100, and extract the files:

mkdir ~/tros
tar -zxvf install-s100.tar.gz -C ~/tros

2. Execution


2.1 BEV Algorithm

cd ~/tros/ 
source install/local_setup.bash  

if [ -L qat ]; then rm qat; fi 
ln -s `ros2 pkg prefix hobot_bev`/lib/qat/ qat 
ln -s ~/hobot_bev_data/nuscenes_bev_val nuscenes_bev_val  

ros2 launch hobot_bev hobot_bev.launch.py

2.2 CenterPoint Algorithm

cd ~/tros/ 
source install/local_setup.bash  

if [ -L qat ]; then rm qat; fi 
ln -s `ros2 pkg prefix hobot_centerpoint`/lib/qat/ qat 
ln -s ~/centerpoint_data centerpoint_data  

ros2 launch hobot_centerpoint hobot_centerpoint.launch.py

3. Visualization


After successful startup, open a browser on a computer within the same network and access the RDK’s IP address at http://IP:8000 (replace “IP” with the actual IP address of the RDK). You will then be able to view the real-time visualization of the algorithm results.

Tip: Right-click → Open the video in a new tab.

BEV:

Centerpoint: