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DeepSee is an image processing project that applies advanced spatial and frequency domain techniques for filtering, segmentation, boundary detection, and facial recognition. It features a responsive GUI with multiprocessing, multithreading, and both dark and light modes.
The Harris Corner Detection algorithm identifies corner points in an image by analyzing the eigenvalues of the image’s gradient covariance matrix. It detects areas with significant changes in intensity in both directions, making them robust keypoints for image matching and recognition.