void DestinNetworkAlt::doDestin(float * input_array) { //the image input array
if (destin->isUniform){
//printf("it is uniform\n");
Uniform_DeleteCentroids(destin);
Uniform_AddNewCentroids(destin);
//printFloatCentroids(0);
}
FormulateBelief(destin, input_array);
//n=GetNodeFromDestin(destin,7,0,0);
//trial run the src node is the top node(7) and destination node is toplayer-1
int i,j,k;
if(this->callback != NULL){
this->callback->callback(*this );
}
}
//iter: current iteration
//maxiter:maximum number of iterations
//rescaleiter: iteration from which rescaling with additional centroids begins(usually maxiter-1)
//rescaletilllayer: layer till which rescaling is done(top down)
//toplayer : topmost layer (no of layers-1)
void DestinNetworkAlt::doDestinwithRescaling(float * input_array,int iter,int maxiter,int rescaleiter,int rescaletilllayer,int toplayer)
{
Uniform_DeleteCentroids(destin);
if(iter==0){destin->rindex=0;}
int k,i;
if(iter>rescaleiter && iter<maxiter-1)
{
std::vector<float> v;
float newmu[5000];
for(i=0;i<=6;i++)
{
memset(newmu,0,sizeof(newmu));
for(int j=0;j<destin->nb[toplayer];j++)
{
v.clear();
v=rescaleCentroid(toplayer,j,i);
for(k=0;k<v.size();k++)
{
newmu[k]=v[k];
}
Uniform_AddRescale(destin,newmu,i,toplayer);
}
}
}
//else
{
if(iter<maxiter-1){Uniform_AddNewCentroids(destin);}
}
//rescale iter is the iteration from which you want to enable rescaling of centroids
FormulateBelief(destin, input_array);
if(iter>=maxiter-1)
{
printf("enable rescale\n");
for(i=toplayer-1;i>=rescaletilllayer;i--){Uniform_addRescaledCentroids(destin,i,iter,rescaleiter,toplayer);}
}
if(this->callback != NULL){
this->callback->callback(*this );
}
}
void DestinNetworkAlt::doDestin(float * input_array ) {
if (destin->isUniform){
Uniform_DeleteCentroids(destin);
Uniform_AddNewCentroids(destin);
}
FormulateBelief(destin, input_array);
if(this->callback != NULL){
this->callback->callback(*this );
}
}