DonkeyCar for Jetson Nano-Train Data
From Waveshare Wiki
Guides of DonkeyCar
- Setup Jetson Nano
- Setup Linux PC
- WEB Control
- Calibrate DonkeyCar
- Teleoperation
- Data Collection
- Train Data
- Auto-Driving
- JetRacer AI Kit WIKI
Train data
- In a new terminal session on your host PC use rsync to copy your cars folder from the Jetson Nano.
rsync -rv --show-progress --partial pi@<your_ip_address>:~/mycar/data/ ~/mycar/data/
<your_ip_address> should be the IP address of your Jetson Nano
- Train model
python ~/mycar/manage.py train --tub <tub folder names comma separated> --model ./models/mypilot.h5
You should change the <tub folder names comma separated> to the correct path, for example, ./data/* or ./data/tub_?_20-01-18
- As the training time will be long, you need to be patient.
- After the training is completed, the training data model will be obtained, and we will transfer the training model back to jetson nano to test whether the trained model can drive on autonomous patrol.
rsync -rv --show-progress --partial ~/mycar/models/ pi@<your_ip_address>:~/mycar/models/