Public Parking Spot Detection And Geo-localization Using Transfer Learning. (arXiv:2209.00213v1 [cs.CV])

In cities around the world, locating public parking lots with vacant parking
spots is a major problem, costing commuters time and adding to traffic
congestion. This work illustrates how a dataset of Geo-tagged images from a
mobile phone camera, can be used in navigating to the most convenient public
parking lot in Johannesburg with an available parking space, detected by a
neural network powered-public camera. The images are used to fine-tune a
Detectron2 model pre-trained on the ImageNet dataset to …

arxiv detection learning localization public transfer transfer learning