From 077952260a5af4bdb4ac8343d00809170342eb74 Mon Sep 17 00:00:00 2001 From: mirimatcode Date: Mon, 24 Feb 2025 20:52:27 +0100 Subject: [PATCH] Sistemato visualizzatore e addestrata per cifar10, ma tanto per cambiare non va --- classificatore_singolo | Bin 21344 -> 21296 bytes classificatore_singolo.c | 4 +-- percettroni.h | 17 +++++++++---- rete_pesi.bin | Bin 102032 -> 790952 bytes visualizzatore | Bin 22448 -> 22400 bytes visualizzatore.c | 52 ++++++++++++++------------------------- 6 files changed, 33 insertions(+), 40 deletions(-) diff --git a/classificatore_singolo b/classificatore_singolo index fac3fb520d4c74a60f8cf8abd654deac07d6df37..f4d4e21c8a7e36f30e96590d1350bbf4ed411cf9 100755 GIT binary patch delta 3370 zcma)94Ny~87QXjEgrrIW1PBNTe}(`xguiZWRem(`R8XpA#O+S;7uQ{NoK}=}D-mO? zF{OnboprP`(%l)`?p7BY*Rf8KfUJaF*U=rf)#$$B!zCNcM9CD! zrBrC9-^T>=x%3eI+XXWK6;4J!LpvcN#zuF5 zBgXD(9xfe=hThKLe`I-?=nJ1CfuD2NQ3SO%j;?^C8W=DmZ_Myg}4auDYCfqwCFu8(tt=$ zi`@e{k@g_D5(5=2jT9w?(c68LU>3)aiAZfM)D$K+Om-_gl+(Eb^nWn&JP)C>3s=U1 z{69%}`yR=Gh37d$u^ikXs^3y5<2RpDDc?@ENUuQ^Mc+@d-2k6wWV9@Q`G9@WpXzIF zVF|p>fiAKLx2FP@B~3TUPY}{{Li9NUzS2l>7w&EtYm*@eB%KnHzw@__pHJzxuqUMe z;!|Sj2auDpmOhPg8NCHxq~tl)$2{n*KaMK=lIY$jk%mNU@LwsDeNrOUyGv<`xiHzB zLeIc2&1Lj0c*i`8PKPVzG$DNybe3cxd=zY!0@?vDSQ4KPS7nsc$Ni zebPak;r*K_5W-Kzy^)_LGNf9&A!x~>Loi}7X6;j~u#=sV$eIDcM?_CR$=s_tq}_nr z)LC>ntWPyt;~#j8aF3BkJbutC+bFfc(bVTBpZpe6@Hs=iQp3ZlzRr|h7BR&AL#lr~ z*6KH^zc2!`(y}ZoRRTO-*p|)#5zm&=*OBaO&4$*rLRta6X*o~6ftI*s8pT0#-Okf+ zDY<%{W^M28WI*&=UWUx{oZ_w5S#Fx&tCl)`C6sbY2Bg8v&v7co>I!E8=Yc!jZpdJs zEt^1e>Qv^p5b##K%qd zo~oaTS4yS#Gif_gip{--vG75b&HnC>vh3b(W6N=OG9Y?y6VoZXfY7f?`WO>f4u+c7LDi!y8#ri~jDwug?5h$P9VdJRAHBD`8?7V<8_?!t8X9&{FF z2&IECh{8J16j=o0C9oEm1@k4Cf$;2Qs4p_po8T$R5X=(%35Ao;Uu2Lbl{+8m5NI0$A1RYaq=_1fhy&y=D zaBZqt7$Kl5d68+k5!NI?!L4WB6A(#*4Wyh!yXn7qH zEiTWaGoY=!F6}ELH|yj;reaZINEBI!KVxjPL-aH^O^1U*EDb{Uv;^07%#vAz;<-hD z1Nl_-tWX)>QT5kRA1#BwhgfbnhXXM~ zv@^lwP}Aze_YyW()3H&e>W?IFIfnzORP`2opJ3xW2U4%7>TG))*Vd{@UxSO&6Yw1b8K?m7Iur5} zu(es$cdKa?sFrqBUufYBt5p6{=0)c#&lSouz}WI%MSBBzd^eg^o`|GxNgm_N00kw8bFtSSL^%`xdDwIDw2cMatkM5U_3M;6fX>U)-fyNLOqy4M lzOT$H(MhG;P|`rpyr;CMXK?ZFKu02|q$W`A2N62&mDgC?b_Dx-(j+(1}G<3cIXUQPXsd zkrqA6)@dDP+s?Y(AGc~c9Z`{>)kJHR?z+|PQjJ>eQ&FRwsT|0<>2Whtu|CY4ht9_xI+A_ko~4k1!as8N*l3WC#=7 zB)2W3b>trHYGN+aa-0WVYG|iUsEypWtlv^q?h94EwJn2~Mlnqr=!m=?8h_7hG1K&=z$(9*sJ` z6r5i19-9dW_B8>n*?_Lx@}yUM7iad;Fs{}SguARBWVSzK?q|$F%4}uSKPc4dVd^-f zdaeD`jLX_DY!hsKG$6F*7f7Gb)V{E z(Jbh_qp9-T(P+bV!{o>m{@Q<_E^-ek07KLoesBo3MWvFrz!OzMZU7&h!Ji+3oanLP z*|Bt&z49K49qy&kqe$9%)YWNT=&chpYdzRCc*M1Xl0Ys8bUh!W6_`x)bOaQ@bOc8HUHoxP}>}3gac%Y@Sa#;et6bb-^$JOP>-3 z6+$$g+5;Mv(CJ$cmyl|Dj$$dIt%X(?R$A{qx#a1A5#ymIA&(f~Hwozlix7$NpSej1 zQNBzx<5G1|!ODJyoS5SoTEF&gDzKU>VIU!We3{HqEtbJvk)sF6=_qDMD!69jK3e_< z>EZ4fL0t<_nwZ&o{RTqYRQ2I3=*>9vIwC0po6E5RpPWY#u$lo_2~U?%dIfcL5njWH7_TDc1O^jh3*N_g1Xo83f?SR`3dP&WBi~M>Z?yvYCweGJo)O(1M*Tag&`6!e;$w$#HFPEy@uS1weDXZ97jnk5kTdW{>=!{&N{aRs z+(WNp98%~)UCo6BDI0=U-jk%OAHao_MEw)9Y0KwfOlp>vC4r@INN@&dDoaum)tyKd z)_-aag11sFQGdd>hJB|6?Gt-96`aPo5l*D)$!xfsT0GaPripv^%7@YaErR6@Krmfv zwdT!^A-W{0ITpmVRjyNNXf-;yPTH{$#U;Yn5o2(cYf_0>&}5k&ei}=1_?jvOpJldg zv!asS+`b}7aK@4W6=~z~2HBWqA@9TPv?-(r?qa_kCZy+(rC>`xlD!$Xc-YjLZ*XHP z2hgWnAHRNdZa>boA3N-RaqPwsTeFR=%NlI2Hf1$6R@)jfY|E-&u6;GrwxlI5qq*jn zO|{&kv-Qu3NsMw!xAnt82}+ zWoX*gVEaG((+DqBH`TtpywO$*6SJqf*JaNqt!KZMBtII^pO+*bN}XSlLU5hVUyvjV z%8ZM+0Vt25tVj9ACCn7%In4NDl%1C)=`>0o%DX64xQUT?^_@eRk8<2KNvc9Qgt7(Y z&g+u24W$83)Lxz&%{lPCIE#w8_&T_cvL0m|o`=rwpdmLsRyZd~DKx=pBk7^%lJS?1 zzd%3i$xTTl81_kY%aw#{-{7Z)1qU4?KN%Uq#i8mo{C(typh5=kW#<|Xkr zFF*|r62XyY;tySd9eGCn#3eY2;_5eWCC`ZUpvq6;PkamM`9`t|X6Bnn7}&610M2~V znBNUZ(sA7WVW)yUD5yJ_`js7*V;ZIKIpPJlf&D^v*!ZLn*i~3XT0lMdJkP1&+GHai zLLjtg5ebIfp{*bmc@oehZN+lW`HQsK?CHVx-X!QP{sk}O!o-q;WD0y=vKS36n36@B zz&T|xuZx0fQ;g&!sHfTuI!@0${(VT#St9J_N0Gn5dsAatJ221)E}Tn=VSYSJa2F6q z_05q?v0c%Bk9r-i=laSOg(6gnohxZfu@!N&MWCMIfBP8T#PAVZs^XxG;kh)pJuRmC zImO&P{92)n)*WrLAGlG%O=oKE1w}u{z!YC8`jv|QZ3|N<=C}b0DKJNsC|LzIOzwB8z%lZeGl z7x!Z&s$7NptfH?rF`M;@$5P6|`E?$?B-An@=iccAn|p4M$eS!O7Qm$%&1 zu&L}QuaAX_xtZ#gu}s+l&bc#qfrr1&%?y3`*9Jn%3)F+kKb}GN%<^9m@(g@2FH8L( sk3LXW6p=odSy2=kC}zgEVAxtwpbkuD!@t896%*7)X0cH;Y?)*FA1{Qfy#N3J diff --git a/classificatore_singolo.c b/classificatore_singolo.c index 0ac244e..96f719b 100644 --- a/classificatore_singolo.c +++ b/classificatore_singolo.c @@ -4,7 +4,7 @@ // Scelgo quale categoria voglio identificare. nel caso dello xor -1 #define CATEGORIA 7 #define NUM_LAYERS 4 -#define PERCETTRONI_LAYER_0 16 +#define PERCETTRONI_LAYER_0 32 #define MAX_EPOCHE 10 byte get_out_corretto(byte); @@ -17,7 +17,7 @@ void main() srand(time(NULL)); - Dataset *set_appoggio = get_dataset(file_immagini, file_label); + Dataset *set_appoggio = get_dataset(file_immagini);//get_dataset(file_immagini, file_label); if (set_appoggio == NULL) return; diff --git a/percettroni.h b/percettroni.h index 4fd0b5f..69dfad0 100644 --- a/percettroni.h +++ b/percettroni.h @@ -5,17 +5,24 @@ char *file_pesi = "rete_pesi.bin"; /* char *file_immagini = "mnist/t10k-images.idx3-ubyte"; char *file_label = "mnist/t10k-labels.idx1-ubyte"; */ -char *file_immagini = "mnist/train-images.idx3-ubyte"; -char *file_label = "mnist/train-labels.idx1-ubyte"; +/* char *file_immagini = "mnist/train-images.idx3-ubyte"; +char *file_label = "mnist/train-labels.idx1-ubyte"; */ + +//#include "mnist/mnist_manager.h" +#include "cifar-10/cifar10_manager.h"; +//char *file_immagini = "cifar-10/data_batch_1.bin"; +//char *file_immagini = "cifar-10/data_batch_2.bin"; +//char *file_immagini = "cifar-10/data_batch_3.bin"; +//char *file_immagini = "cifar-10/data_batch_4.bin"; +//char *file_immagini = "cifar-10/data_batch_5.bin"; +char *file_immagini = "cifar-10/test_batch.bin"; -#include "mnist/mnist_manager.h" -// #include "cifar_10/cifar10_manager.h" //#include "xor_manager.h" // Siccome il char è un byte che rappresenta il valore tra 0 e 255. Per evitare confusioni definisco il tipo "byte" come in Java typedef unsigned char byte; -double LRE = 2; +double LRE = 1.414; double soglia_sigmoide = 0.5; typedef struct diff --git a/rete_pesi.bin b/rete_pesi.bin index 0582484279b98fd669181f81db1f4487fdb0d689..9310801e0e49109f72197711930178a81946a4f5 100644 GIT binary patch literal 790952 zcmWifcRbbq7sr)Qc8RRE$|`$AIWk&GMoT0bN`tS`ln|AbC?k?&L_%iBIQHIqkGq#k z6bkjbzd!up;g5TLKA-pbob!A=&nhl1t}UD&ECKa<7X3BVYL*Jk&z$|2iH%_JYu$wf4Fc9QX?HlDYXadZ zx8jJ|ES#Ze@7O%b1ch6Vy~k2nFxpq_W%aoP6el$<+41m6ztBO{h|Fc#r`^u}#I~Q)m|(-23vT0Ao4aB6lf8MKo5tb$;WL3-b;z(;bJ0NdVLsf{J2x@^ zhYUe_;VuNo{KoCazq@J*+V4v@ z+jBE9?btD4lfY*nx%%+Ey>?XSk7NG(>fa0W=)>vi+U?NznD!uf`D+jv3*C~pEk=*w;G}HC1y(+z5M@B$ z7f<0kkLtkeE~C)FX#kHreIoqeCj}WUxi`M@55enSHEZ^ovY=#AZ!EWihWB%v4eIA7 zF(g3dH2C&|1i0wf@iqciR)_`lP$k?FEMVTZB;mb^otE6nbf_Ho_HI*H7p(YUW%q|b z!GC#II*r#c(8rsWo1sw*GS7nM)>IMT>0bAAyI~R@zm(XSy>SxtFZjH^ThIk3t3HTl z{2~KioW%u)4L!g!mhwa1wH%Fxe;j=xLC3ZB^J*6ghQM-8i?)9w5yoe`T-#LXFfXpW 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index c35890d..61e968b 100644 --- a/visualizzatore.c +++ b/visualizzatore.c @@ -1,14 +1,15 @@ #include #include #include "percettroni.h" -#include "mnist/mnist_manager.h" +//#include "mnist/mnist_manager.h" //CIFAR_10 -/* #define IMAGE_WIDTH 32 -#define IMAGE_HEIGHT 32 */ +#define IMAGE_WIDTH 32 +#define IMAGE_HEIGHT 32 //MNIST -#define IMAGE_WIDTH 28 -#define IMAGE_HEIGHT 28 +/* #define IMAGE_WIDTH 28 +#define IMAGE_HEIGHT 28*/ + #define SCALE_FACTOR 2 //Cavalli @@ -33,7 +34,7 @@ void main() init_allegro(); //get_dataset("cifar-10-batches/test_batch.bin"); - set = get_dataset(file_immagini, file_label); + set = get_dataset(file_immagini);//get_dataset(file_immagini, file_label); if (set == NULL) { printf("Errore nel caricare il dataset\n"); return; @@ -74,27 +75,27 @@ void init_allegro() { } //cifar_10 -/* void carica_immagine(int indice_set) +void carica_immagine(int indice_set) { - printf("Immagine indice: %d, categoria: %d, previsione: %d\n", indice_set, set->istanze[indice_set].categoria, prevedi(indice_set)); + printf("Immagine indice: %d, categoria: %d, previsione: %d\n", indice_set, set->istanze[indice_set].classificazione, prevedi(indice_set)); for (int y = 0; y < IMAGE_HEIGHT; y++) { for (int x = 0; x < IMAGE_WIDTH; x++) { - int r = set->istanze[indice_set].immagine[y * IMAGE_WIDTH + x]; - int g = set->istanze[indice_set].immagine[1024 + y * IMAGE_WIDTH + x]; - int b = set->istanze[indice_set].immagine[2048 + y * IMAGE_WIDTH + x]; + int r = set->istanze[indice_set].dati[y * IMAGE_WIDTH + x]; + int g = set->istanze[indice_set].dati[1024 + y * IMAGE_WIDTH + x]; + int b = set->istanze[indice_set].dati[2048 + y * IMAGE_WIDTH + x]; putpixel(image, x, y, makecol(r, g, b)); } } -} */ +} //MNIST -void carica_immagine(int indice_set) +/* void carica_immagine(int indice_set) { // Stampa informazioni sull'immagine - printf("Immagine indice: %d, valore: %d. è un 7? %d\n", indice_set, set->istanze[indice_set].categoria, prevedi(indice_set)); + printf("Immagine indice: %d, valore: %d. è un 7? %d\n", indice_set, set->istanze[indice_set].classificazione, prevedi(indice_set)); // Itera su ogni pixel dell'immagine for (int y = 0; y < IMAGE_HEIGHT; y++) @@ -102,7 +103,7 @@ void carica_immagine(int indice_set) for (int x = 0; x < IMAGE_WIDTH; x++) { // Ottieni il valore del pixel (scala di grigi, quindi un solo canale) - int gray_value = set->istanze[indice_set].immagine[y * IMAGE_WIDTH + x]; + int gray_value = set->istanze[indice_set].dati[y * IMAGE_WIDTH + x]; // Converti il valore in scala di grigi in un colore RGB (r = g = b = gray_value) int color = makecol(gray_value, gray_value, gray_value); @@ -111,11 +112,10 @@ void carica_immagine(int indice_set) putpixel(image, x, y, color); } } -} +} */ void disegna_interfaccia() { - //printf("\tPrevisione: %d\n", previsione); clear_to_color(buffer, makecol(255, 255, 255)); // Calcola la posizione per centrare l'immagine ingrandita @@ -135,11 +135,6 @@ void disegna_interfaccia() rectfill(buffer, button_x, button_y, button_x + button_width, button_y + button_height, makecol(200, 200, 200)); textout_centre_ex(buffer, font, "prossima", button_x + button_width / 2, button_y + 10, makecol(0, 0, 0), -1); - - /* if(previsto == 1) - textout_centre_ex(buffer, font, "cavallo", button_x + button_width / 2, 70, makecol(0, 255, 0), -1); - else - textout_centre_ex(buffer, font, "non cavallo", button_x + button_width / 2, 70, makecol(255, 0, 0), -1); */ // Copia il buffer sullo schermo blit(buffer, screen, 0, 0, 0, 0, 800, 600); @@ -169,18 +164,9 @@ void evento_click_bottone(int indice_set) int prevedi(int indice_set) { - double **sigmoidi = (double **)malloc(sizeof(double *) * rete_neurale->size); + double **sigmoidi = elabora_sigmoidi(*rete_neurale, set->istanze[indice_set]); - sigmoidi[0] = (double *)malloc(sizeof(double) * rete_neurale->layers[0].size); - sigmoidi[0] = funzioni_attivazione_layer_byte(rete_neurale->layers[0], set->istanze[indice_set].immagine); - - for (int j = 1; j < rete_neurale->size; j++) - { - sigmoidi[j] = (double *)malloc(sizeof(double) * rete_neurale->layers[j].size); - sigmoidi[j] = funzioni_attivazione_layer_double(rete_neurale->layers[j], sigmoidi[j - 1]); - } - - byte output_corretto = get_out_corretto(set->istanze[indice_set].categoria); + byte output_corretto = get_out_corretto(set->istanze[indice_set].classificazione); return previsione(sigmoidi[rete_neurale->size - 1][0]); }