Artificial Intelligence By Example

The dataset

As in the previous chapters, the dataset directory of this chapter on GitHub contains:

• The training set
• The test set
• The model trained by 01_CNN_STRATEGY_MODEL.py
• The classify directory used by 01_CNN_STRATEGY_MODEL.py

As explained in the previous chapters, a full dataset would take weeks, if not months, to prepare. They are projects in themselves.

For this example, Γ has evolved into space (gap detection between (distance)) cars to find a parking space.

The following is a simulated frozen frame with no Γ-space taken by a webcam located on a building, pointing down to a parking lot:

Simulated frozen frame

The following frame ...