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