Product Interface Client

• Safety Validation
• Synthetic Data Generation
• Training and Testing
• Real-World Results From Simulation

1. Install invertedai_simulate in your project environment.

   pip install invertedai_simulate
   

2. Alternatively, build the environment with the packages in the 'requirements.txt'.

   poetry install --no-dev
   

3. Run your simulation! 🎉

• For driving run:

   python client_app_driving.py  --zmq_server_address 'x.x.x.x:5555'
  

• For data generation run:

  python client_app_trafficlight_data.py --zmq_server_address 'x.x.x.x:5555'
  

5. Sample codes are also provided as Jupyter-notebooks.

• For driving:

• For data generation:

• For data generation as a pytorch dataloader: