Artificial Intelligence By Example

GAP – jammed or open lanes

A self-driving car needs to recognize whether it is in a traffic jam or not. Also, the self-driving car has to know how to change lanes when it detects enough space (a gap) to do that.

This produces two new subsets:

g5={traffic jam, heavy traffic...too much traffic}

g6={open lane, light traffic...normal traffic}

The model now detects g5 (traffic jam), as shown in the following screenshot:

Traffic jam example

The following output appears correctly:

directory dataset_traffic/Strategy model loaded from training repository.image dataset_traffic/classify/img1.jpg predict_proba: [[ 0.]] predict: [[ 0.]]Classified in class ...