https://github.com/brucedone/tensorflow-demos

all kinds of demos of tensorflow code
https://github.com/brucedone/tensorflow-demos

captcha captcha-solving cnn-model crack-captcha demo sogou tensorflow tensorflow-demos tensorflow-tutorials weixin-captcha

Last synced: 2 days ago
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all kinds of demos of tensorflow code

• Host: GitHub
• URL: https://github.com/brucedone/tensorflow-demos
• Owner: BruceDone
• Created: 2017-04-05T08:58:45.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-10-13T02:59:43.000Z (about 7 years ago)
• Last Synced: 2024-11-12T17:03:05.024Z (2 days ago)
• Topics: captcha, captcha-solving, cnn-model, crack-captcha, demo, sogou, tensorflow, tensorflow-demos, tensorflow-tutorials, weixin-captcha
• Language: Python
• Homepage: http://brucedone.com/
• Size: 20.5 KB
• Stars: 97
• Watchers: 8
• Forks: 39
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# tensorflow-demos

all kinds of demos of tensorflow code 

# environment

* python: 2.7.12

* system: ubuntu 14.04

* tensorflow: tensorflow-gpu==1.0.1 (if you do not has the gpu ,just use the cpu version)

# demo list 

* [x] crack_captcha -- gen image to crack the captcha.

* [x] crack_captcha_rgb -- since the captcha will in rgb mode ,so just train a model to crack it.

* [x] crack_captcha_3d -- the data source comes from the sogou wexin capthca.

* [ ] mnist

* [ ] cat_vs_dog 

## crack_captcha

* install the requirements 

* `python gen_model.py` it will start to train the model 

* after finish train model ,`python validate.py` will do validate the image result

## crack_captcha_rgb

* install the requirements

* `python gen_model.py` it will start to train the model

* after finish train model ,`python validate.py` will do validate the image result

## crack_captcha_3d

* install the requirements

* `python train_model.py` it will start to train the model

* after finish train model ,`python validate.py` will do validate the image result