The Berkeley Deep Drive neueral network rewritten with modern TensorFlow to be more developer friendly
Visit their website for more information on the dataset and project
- a working Python 3 development environment
- pip3 to install Python dependencies (must be latest version -> pip install --upgrade pip)
- pipenv to manage dependencies
- driving dataset
- trained alexnet weights for optimal accuracy
- TensorFlow for creation of graph and most functionality
- openCV 3.0+ for image processing
- tqdm to view progress throughout runtime
- scikit-image for image processing
- h5py for data storage
pipenv will install all of the Pipfile required packages.
To do so, run the following command:
pipenv install
The dataset can be found here and is property of Berkely Deep Drive