void test_for_AdaBoost()
{
MatrixXd dataset(4, 2);
MatrixXd label(4, 1);
dataset<<0,0, 0,1, 1,0, 1,1;
label<<-1,1,1,-1;
AdaptiveBoosting adaboost(dataset, label);
adaboost.train(10);
cout<<adaboost.infer(dataset.row(0))<<endl;
cout<<adaboost.infer(dataset.row(1))<<endl;
cout<<adaboost.infer(dataset.row(2))<<endl;
cout<<adaboost.infer(dataset.row(3))<<endl;
}
int main (int argc, char *argv[])
{
/*
if(argc < 2)
{
printf("manque arg");
}
else
{
if(argc >= 3)
{
*/
//deux argument:= 1er grey pour la fonction et le deuxième un nom d'image :appeler
if((strcmp(argv[1],"grey"))==0)
{
/* SDL_Surface *surface=IMG_Load(argv[2]);
goToGrey(surface);*/
example* arr;
image *tab = malloc(797*sizeof(image));
arr=weightImage(tab, 797, 797);
float tab1[4]={-972.0,-1.0,0.222619,24.0};
float tab2[4]={3564.0,1.0,0.204066,24.0};
float tab3[4]={-1165.5,-1.0,0.198428,21.0};
float tab4[4]={1310.0,1.0,0.209290,20.0};
float tab5[4]={751.5,1.0,0.199548,9.0};
float tab6[4]={1190.0,1.0,0.204657,20.0};
float tab7[4]={8061.5,1.0,0.178388,23.0};
float tab8[4]={-504.0,-1.0,0.214318,16.0};
float tab9[4]={-4092.0,-1.0,0.170897,24.0};
float tab10[4]={-298.5,-1.0,0.178046,3.0};
float tab11[4]={6309.0,1.0,0.144317,18.0};
float tab12[4]={143.5,1.0,0.157750,7.0};
float tab13[4]={4826.0,1.0,0.248784,38.0};
float tab14[4]={-4212.0,-1.0,0.181252,24.0};
float tab15[4]={-1092.0,-1.0,0.191624,24.0};
float tab16[4]={8412.0,1.0,0.109095,24.0};
float tab17[4]={112.5,1.0,0.104319,3.0};
float tab18[4]={-175.5,-1.0,0.166597,1.0};
float tab19[4]={4109.0,1.0,0.140488,42.0};
float tab20[4]={3173.0,1.0,0.158814,38.0};
float tab21[4]={1914.0,1.0,0.133727,12.0};
float tab22[4]={13.0,1.0,0.158362,2.0};
float tab23[4]={262.5,1.0,0.149735,5.0};
//evaluation prend en param: example *arr, int i(ieme image)
// creer nb = nbligne dans fichier ,tab, lis dans le fichier et le remplis (avec serateurs...)
// creer float = tab[4] * evaluate(tab, arr[i].feat[tab[3]])
for(int z=0;z<797;z++)
{float a=0.630079*evaluate(tab1,arr[z].feat[81095]);
float b=0.692751*evaluate(tab2,arr[z].feat[103319]);
float c=0.702541*evaluate(tab3,arr[z].feat[81556]);
float d=0.672720*evaluate(tab4,arr[z].feat[105231]);
float e=0.699813*evaluate(tab5,arr[z].feat[109008]);
float f=0.685823*evaluate(tab6,arr[z].feat[105342]);
float g=0.772684*evaluate(tab7,arr[z].feat[99628]);
float h=0.654340*evaluate(tab8,arr[z].feat[85502]);
float i=0.796683*evaluate(tab9,arr[z].feat[77819]);
float j=0.770885*evaluate(tab10,arr[z].feat[72880]);
float k=0.900025*evaluate(tab11,arr[z].feat[99926]);
float l=0.843853*evaluate(tab12,arr[z].feat[110235]);
float m=0.557756*evaluate(tab13,arr[z].feat[99462]);
float n=0.756812*evaluate(tab14,arr[z].feat[77819]);
float o=0.726207*evaluate(tab15,arr[z].feat[77771]);
float p=1.068905*evaluate(tab16,arr[z].feat[99467]);
float q=1.084687*evaluate(tab17,arr[z].feat[110324]);
float r=0.804995*evaluate(tab18,arr[z].feat[72632]);
float s=0.915483*evaluate(tab19,arr[z].feat[95971]);
float t=0.840918*evaluate(tab20,arr[z].feat[99757]);
float u=0.943950*evaluate(tab21,arr[z].feat[106812]);
float v=0.840947*evaluate(tab22,arr[z].feat[110893]);
float w=0.881422*evaluate(tab23,arr[z].feat[108866]);
printf("%f\n",a+b+c+d+e+f+g+h+i+j+k+l+m+n+o+p+q+r+s+t+u+v+w);}
}
// 2 argument:= 1er integral pour la fonction et le deuxième un nom d'image:appeler
if((strcmp(argv[1],"integral"))==0)
{
SDL_Surface *surface=IMG_Load(argv[2]);
int **arr= Integral(surface);
printf("%d\n%d\n", getpixel(surface,0,0), getpixel(surface,0,1));
printf("%d\n",arr[0][1]);
}
//2 argument:= 1er haar pour la fonction et le deuxième un nom d'image:appeler
if((strcmp(argv[1],"haar"))==0)
{
/*SDL_Surface *surface=IMG_Load(argv[2]);
feature *q=haarr2(surface);
if(argc==4)
{printf("Le caractéristique %d vaut %d\n",atoi(argv[3]),(q[atoi(argv[3])]).res);}*/
eval();
}
//2 argument 1er decision 2eme entier i: appeler
if((strcmp(argv[1],"decision"))==0)
{
example* arr;
image *tab = malloc(797*sizeof(image));
arr=weightImage(tab, 797, 797);
quickSort(arr,0,796,atoi(argv[2]));
float *t=decision(arr,(atoi(argv[2])),796);
printf("%f|",t[0]);
printf("%f|",t[1]);
printf("%f|",t[2]);
printf("%f|",t[3]);
printf("%f|",t[4]);
printf("\n");
}
//2 argument adaboost pour la fonction entier T pour le nombre de tour:appeler
if((strcmp(argv[1],"adaboost"))==0)
{
example* arr;
image *tab = malloc(797*sizeof(image));
arr=weightImage(tab, 797, 797);
adaboost(arr,atoi(argv[2]),320);
}
// if(argc == 2)
// {
//1 argument 1er image pour la fonction:appeler
if((strcmp(argv[1],"image"))==0)
{
example* arr;
image *tab = malloc(797*sizeof(image));
arr=weightImage(tab, 797, 797);
}
/* }
if(argc > 2)
{
*/
if(strcmp(argv[1], "bd") == 0)
{
CharacterInfo *c = NULL;
c= ArrayData();
char *a = "jerome", *b = "guillaume", *e= "valentin", *d = NULL;
char **tab = malloc(4 * sizeof(a));
tab[0] = a;
tab[1] = b;
tab[2] = e;
tab[3] = d;
printf("enter\n\n\n");
if(strcmp(argv[2],"-add")==0)
{
printf("addddddddddddddddddd!");
c=AddInfo(c, argv[3]);
}
if(strcmp(argv[2],"-addBatch")==0)
{
c=AddBatch(c, tab);
}
if(strcmp(argv[2], "-remove")==0)
{
c=RemoveInfo(c, argv[3]);
}
if(strcmp(argv[2] , "-modif")==0)
{
ModifInfo(c, argv[3], argv[4]);
}
if(strcmp(argv[2], "-ls")==0)
{
ShowList(c);
}
/* }
}
else
{
printf("erreur arg");
}
}*/
}
return 0;
}
