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Detects the cars parked in the parking lot and returns the empty spots.

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raj-shah14/ParkingLotVacancyDetector

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ParkingLotVacancyDetector

Detects the cars parked in the parking lot and returns the empty spots. Using HAAR and LBP Cascade Classifiers to detect features of cars. And then return the empty parking spots based on the ground Truth file.

HAAR

  • Positives: 3800
  • Negatives: 6400
  • Stages: 15

LBP

  • Positives: 5000
  • Negatives: 6400
  • Stages: 17

Input Images

Parking 1 alt text

Parking 2 alt text

Training

Cropped car from the cordinates provided in xml file.

alt text

Output

alt text

alt text

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Detects the cars parked in the parking lot and returns the empty spots.

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