bergermeister/CPSC-597

/**
@mainpage
# Adversial Input Detection

## Usage
<table>
   <tr><th> Mode <th> Command
   <tr>  <td> Trainig 
         <td> 
            <pre>
python AdversarialDetection.py                                               
   --dataset=cifar10                                                         
   --data_path=E:\Projects\Dataset\cifar10                                   
   --batch_size=64                                                           
   --mode=train                                                              
   --epochs=100                                                              
   --cuda=True                                                               
   --cnn=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10cnn.model              

python AdversarialDetection.py                                               
   --dataset=cifar10                                                         
   --data_path=E:\Projects\Dataset\cifar10                                   
   --batch_size=64                                                           
   --mode=recon                                                              
   --epochs=50                                                               
   --cuda=True                                                               
   --cnn=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10cnn.model    
   --recon=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10recon.model

python AdversarialDetection.py                                               
   --dataset=cifar10                                                         
   --data_path=E:\Projects\Dataset\cifar10                                   
   --batch_size=64                                                           
   --mode=classifier                                                         
   --epochs=1                                                                
   --cuda=True                                                               
   --cnn=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10cnn.model    
   --classifier=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10classifier.model
            </pre>
   <tr>  <td> Evaluation
         <td>
            <pre>
python AdversarialDetection.py                                                
   --dataset=cifar10                                                          
   --data_path=E:\Projects\Dataset\cifar10                                    
   --batch_size=64                                                            
   --mode=test                                                                
   --cuda=True                                                                
   --cnn=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10cnn.model     
   --recon=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10recon.model
            </pre>
   <tr>  <td> Adversarial
         <td>
            <pre>
python AdversarialDetection.py                                               
   --dataset=cifar10                                                         
   --data_path=E:\Projects\Dataset\cifar10                                   
   --batch_size=64                                                           
   --mode=adversary                                                          
   --epsilon=%1                                                              
   --cuda=True                                                               
   --cnn=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10cnn.model    
   --recon=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10recon.model
   --classifier=E:\Projects\CPSC-597\AdversarialDetection\State\cifar10classifier.model
            </pre>
</table>
 */