Tomingz / traffic-sign-detection

traffic sign detection with HOG feature and SVM model

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traffic-sign-detection

traffic sign detection with HOG feature and SVM model

see details in my blog: https://blog.csdn.net/sinat_34474705/article/details/80502789

dependence

  • numpy
  • opencv >= 3.0
  • skimage
  • sklearn

files description

  • test_image.py: detect the signs on an image.

  • test_video.py: detect the signs on a video.

  • test_dir.py: detec the images in a directory (save the result in a txt file).

  • evaluation.py: compute the precision and recall based on the detect result txt file, which needs the label txt file (generated by tools/preprocess_traffic_signs.py)

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traffic sign detection with HOG feature and SVM model


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