| ID | File | Function |
|---|---|---|
| 01 | config_file | three files, config_train, config_test and config_steganalysis, in this folder are uesd to send the paramters into the network, like the usage in Caffe |
| 02 | dct_kernels | dct kernels for high-pass filtering (kernel size: 2,3,4,5,6,7,8) |
| 03 | matlab_scripts | matlab scripts for jpeg image read and write |
| 04 | networks | all designed networks are contained in this folder, audio and image steganalysis, classification |
| 05 | audio_preprocess.py | include some pre-process methods for audio |
| 06 | config.py | all configuration and parameters setting for the system running |
| 07 | dataset.py | some functions of tfrecord read and write |
| 08 | distribution.py | distribution calculation |
| 09 | file_preprocess.py | include some pre-process methods for file |
| 10 | filters.py | some filters used for pre-processing such as kv kernel or other rich model |
| 11 | image_preprocess.py | include some pre-process methods for image |
| 12 | layer.py | basic unit in CNN such as conv layer, pooling layer, BN layer and so on |
| 13 | main.py | the main program |
| 14 | manager.py | GPU management (free GPU selection automatically) |
| 15 | run.py | the train and test of the network get_weights, get_biases and so on |
| 16 | text_preprocess.py | include some pre-process methods for text |
| 17 | utils.py | some useful tools such as minibatch, get_data_batch and so on |