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)