drggboy / Hough

Parking Space Recognition Based on Linear Detection and Density Clustering

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File Description

File Path Function Description
DBSCAN.py Module for DBSCAN density clustering algorithm
hough.py Implements Hough line detection algorithm
qd.py Image processing, including cropping, scaling, grayscale, and image saving operations
test_hough_del.py Test for removing similar Hough lines using theta and rho parameters
test_hough2.py Detect lines in an image using Hough transform
test_hough1.py Detect lines in an image using Hough transform (alternative)
test_binary.py Test for adjusting image binarization threshold using a slider
test_canny.py Test for the Canny edge detection algorithm
test_mark_intersections.py Detect intersections of lines and mark them
test_points.py Test for drawing Hough lines and detecting corner points
test_perspective_transformation.py Test perspective transformation

Code Execution Results

1. DBSCAN.py

DBSCAN

2. hough.py

hough1 hough4 hough5 hough6 hough7

3. test_mark_intersections.py

intersection1 intersection3

4. test_points.py

intersection2 intersection3 intersection5 intersection6

5.test_perspective_transformation.py

perspective1 perspective2

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Parking Space Recognition Based on Linear Detection and Density Clustering


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