A promising project of helping drivers to park the car. Via the hot technology of deep learning provides a optimal solution to avoid mutiple drivers drive for less parking slots, improving the efficiency of usage of parking places.
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Install all dependencies
pip install -r requirements.txt -
Execute
python main.pyunder folder 'app/' -
Visit http://localhost:5000/
To run the AI model, please download pre-trained model file from https://github.com/OlafenwaMoses/ImageAI/releases/download/1.0/resnet50_coco_best_v2.0.1.h5, then putting it under the folder 'app/static/', then jump back to the step Usage to run the server, now you are available to visit http://localhost:5000/getParkingSpots
This part aims to have the real-time scenario of a parking spot, meanwhile, the data about the usage of the parking spot is stored. As a result, we are able to reccomend free parking places to drivers instantly, what's more, by analyzing the data in the past we can predict how likely a parking spot will be fully taken.