Park.AI - parking spot detection and occupancy classification
Data Science & AI|Markus Neubeck|December 24, 2024
What is the final project useful for?
In a collaborative team of four, we leveraged deep CNNs and used transfer learning to create a system that first detects (YOLO) and then classifies (ensemble of Squeezenet and ResNet) parking spots as free or occupied from camera images. This approach could be integrated with existing infrastructure, optimizing space utilization and reducing costs.
What does the final project look like?
