Metadata-Version: 2.1
Name: invertedai-simulate
Version: 1.0.3
Summary: Client Interface for InvertedAI Simulate
Author: Inverted AI
Author-email: info@inverted.ai
Requires-Python: >=3.7.1,<3.11
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Dist: SQLAlchemy (==1.4.31)
Requires-Dist: Sphinx (==4.5.0)
Requires-Dist: furo (==2022.4.7)
Requires-Dist: gym (>=0.17.2,<1.0.0)
Requires-Dist: halo (==0.0.31)
Requires-Dist: iai_common (==1.0.1)
Requires-Dist: imageio-ffmpeg (>=0.4.7,<0.5.0)
Requires-Dist: matplotlib (==3.5.1)
Requires-Dist: myst-parser (==0.17.2)
Requires-Dist: packaging (>=21.0,<22.0)
Requires-Dist: pygame (>=2.0.0)
Requires-Dist: pyzmq (==22.3.0)
Requires-Dist: scikit-image (==0.19.2)
Requires-Dist: sphinx-copybutton (==0.5.0)
Requires-Dist: sphinx-design (==0.1.0)
Requires-Dist: sphinx-rtd-theme (==1.0.0)
Requires-Dist: sphinxcontrib-applehelp (==1.0.2)
Requires-Dist: sphinxcontrib-devhelp (==1.0.2)
Requires-Dist: sphinxcontrib-htmlhelp (==2.0.0)
Requires-Dist: sphinxcontrib-jsmath (==1.0.1)
Requires-Dist: sphinxcontrib-qthelp (==1.0.3)
Requires-Dist: sphinxcontrib-serializinghtml (==1.1.5)
Description-Content-Type: text/markdown

[![Documentation Status](https://readthedocs.org/projects/invertedai-simulate/badge/?version=latest)](https://invertedai-simulate.readthedocs.io/en/latest/?badge=latest)

#   Product Interface Client

<!-- start elevator-pitch -->
- **Safety Validation**
- **Synthetic Data Generation** 
- **Training and Testing**
- **Real-World Results From Simulation** 
<!-- end elevator-pitch -->



<!-- start quickstart -->
1. Install invertedai_simulate in your project environment.

   ```shell
   pip install invertedai_simulate
   ```

2. Alternatively, build the environment with the packages in the 'requirements.txt'.
   ```shell
   poetry install --no-dev
   ```
4. Run your simulation! 🎉
- For driving run:
  ```shell
   python client_app_driving.py  --zmq_server_address 'x.x.x.x:5555'
  ```
- For data generation run:
   ```shell
   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:
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inverted-ai/iai-client/blob/main/examples/demo-driving.ipynb)

- For data generation:
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inverted-ai/iai-client/blob/main/examples/demo-datageneration.ipynb)

- For data generation as a pytorch dataloader:
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inverted-ai/iai-client/blob/main/examples/demo-dataloader.ipynb)
<!-- end quickstart -->

