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utf8''Traffic-sign-recognition

  • Category : AI-NN-PR
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  • Update : 2018-05-13
  • Size : 420kb
  • Downloaded :0次
  • Author :lionkiss
  • About : Nobody
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Introduction - If you have any usage issues, please Google them yourself
The project is based on Tensorflow. #### File Description: --- * input_data.py: input of the picture * traffic_sign_cnn.py: Training classification with cnn * testDemo.py: Used to test the trained model, enter the result of a single image output, and categorize it into a folder #### Data Set Description: --- * Here is a list of texts using the Belgian traffic sign data set, which can be found online, with 62 categories. #### Network Description: --- * Here is the list text Here is the list text The CNN network consists of two convolutional layers, two fully connected layers. The recognition rate is about 95%, you can modify the parameters by yourself to improve the recognition rate In addition, before the start of training, you need to create a new folder in the project directory. / Log / train /, used to save the model parameters, the directory structure of the data set is probably ./data/train/00001 (tag) / picture
Packet file list
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FilenameSizeUpdate
Traffic-sign-recognition 0 2018-04-17
Traffic-sign-recognition\README.md 973 2018-04-17
Traffic-sign-recognition\img_result 0 2018-04-17
Traffic-sign-recognition\img_result\testDemo.png 157367 2018-04-17
Traffic-sign-recognition\img_result\train_result.png 323552 2018-04-17
Traffic-sign-recognition\input_data.py 2929 2018-04-17
Traffic-sign-recognition\testDemo.py 4358 2018-04-17
Traffic-sign-recognition\traffic_sign_cnn.py 4743 2018-04-17
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