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gradient-angle

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adityajain10 / human-detection-using-hog-lbp-neural-networks

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The program uses HOG and LBP features to detect human in images. First, use the HOG feature only to detect humans. Next, combine the HOG feature with the LBP feature to form an augmented feature (HOG-LBP) to detect human. A Two-Layer Perceptron (feedforward neural network) will be used to classify the input feature vector into human or no-human.

feature-vector nueral-networks lbp-features hog-lbp detect-humans layer-perceptron lbp-patterns gradient-magnitude gradient-angle
  • Updated May 11, 2021
  • Python

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