Title:
utf8''Traffic-sign-recognition Download
- Category:
- AI-NN-PR
- Tags:
-
- File Size:
- 420kb
- Update:
- 2018-05-13
- Downloads:
- 0 Times
- Uploaded by:
- lionkiss
Description: 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
To Search:
File list (Check if you may need any files):
Filename | Size | Date |
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Traffic-sign-recognition | 0 | 2018-04-17
|
Traffic-sign-recognition\README.md | 973 | 2018-04-17
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Traffic-sign-recognition\img_result | 0 | 2018-04-17
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Traffic-sign-recognition\img_result\testDemo.png | 157367 | 2018-04-17
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Traffic-sign-recognition\img_result\train_result.png | 323552 | 2018-04-17
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Traffic-sign-recognition\input_data.py | 2929 | 2018-04-17
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Traffic-sign-recognition\testDemo.py | 4358 | 2018-04-17
|
Traffic-sign-recognition\traffic_sign_cnn.py | 4743 | 2018-04-17 |