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traffic-sign-detection's Introduction

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)

traffic-sign-detection's People

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Forkers

fffcraig erniu22 zcwooo xiecun dingjiangang lidashuaishuai ethanyue ziyuhuakai fidigit hamzashoukat94 eekoprastyoo tomingz lessa1227 lileilili github2016-yuan brownvodka liangliang2018 dasmehdix chde222 devilwxz dpd-pub jiajiali-hu tim-wory yuhao000 lumingliao lebron233 aakashspeaks codybai 94gy swindisch ram-cse ram-ml wyj18502986957 bingo666520 olayinkaadeleye

traffic-sign-detection's Issues

Data download

Hello
I can't download data from baidu site! can you upload it in google drive?

about test

你好，我訓練完後生成了很多pyc檔，
我猜測是拿這個做測試吧？
但在load時，會出現一些問題，

Traceback (most recent call last):
File "test_video.py", line 120, in
clf = joblib.load("./svm_hog_classification/svm_model.pkl_11.npy")
File "/usr/lib/python2.7/dist-packages/joblib/numpy_pickle.py", line 459, in load
obj = unpickler.load()
File "/usr/lib/python2.7/pickle.py", line 864, in load
dispatchkey
KeyError: '\x93'

還是說只要給他svm_model.pkl就好了？
謝謝

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