Parking Spot Tracking

Use AI to track parking time. Number of parking spaces

2022-04-28.07-56-41.mp4

Requirements

• keras==2.8.0
• numpy==1.22.3
• opencv-python==4.5.5.64
• scipy==1.8.0
• tensorflow==2.8.0

How to run:

• create virtualenv and activate

$ python3 -m vỉrtualenv venv
$ source venv/bin/activate

• install all package in requirements.txt

(venv) $ pip install -r requirements.txt

• run main.py script

(venv) $ python main.py

Other dataset:

Step 1: Marking parking area positions

Step 2: Crop all parking slot image from frame of video to dataset

run script: ParkingAreaPosition2CSV.py

Step 3: Tranning model to classification beweent car nan non_car in parking slot

run script: trainning.py

Step 4: Predict

run script main.py