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Parking-Spot-Detection-by-Opencv

Detecting lines of a parking area using opencv methods. Detecting if a parking space is empty or occpied using tensorflow. PKLot dataset has been used. Model is saved in a .ckpt file.
Images of PKLot dataset

2012-11-11_07_38_49 042 2012-11-11_07_33_49 034 2012-10-31_08_18_04 057 2012-10-31_08_18_04 049

Testing:-

Image used for testing:

4

Result:-

selection_042

The black squares represent empty parking space.

Problems currently faced: Dark coloured cars are detected as roads.

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Parking space detection(i.e: detecting if the parking lot is empty or filled and detecting the lines of the parking area if it is empty) in both open-cv and tensorflow

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