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Example of sliding window for HOG based SVM vehicle detection
Computer Vision and Image Processing Histogram of Oriented Gradients (HOG) with SVM classification
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Last Updated: October 1, 2026
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Summary
Detects pedestrians in webcam live stream or video. Results are transformed in xy-plane using a homography. Activity in defined ... This is a video montage of my pipeline for vehicle detection on Udacity's final project video for Term 1 of the Self-Driving Car ... Histogram of Oriented Gradients ( A sliding window of variable size that increases in size with each step toward the bottom of the image. The rationale behind this is ... Okay So now we will look how we can use the histogram of oriented gradients the