Image Captcha Solving Using TensorFlow and CNN Model，with self-labeling image Dataset，free to download my Dataset for self-learning. accuracy 95%+.
Note:this implementation, in some way, is kind of rough, but effective. hope to motivate your inspiration to do better work.
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original Data
- raw_img shape:100*120
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preprocessed Data
- preprocessed_img shape:100*120*1
- Network-structure
- accuracy
after training, the accuracy is 95%+, managing to identify complex captchas, as below:
Happy to contribute the dataSet, images are from a real website, labling by tired eyes and numb hands, so if you think it can do some kind of help, star it. Thank you! download the data by Baidu Pan,
sharing code is: oacx，enjoy!
If any question, you can contact me: jeffery_cpu@163.cm
last-update:2019/01/06