Add read_labels

This commit is contained in:
augustin64 2022-03-20 13:19:25 +01:00
parent 02c4591d44
commit 109c583b0f

View File

@ -10,6 +10,10 @@ uint32_t swap_endian(uint32_t val) {
}
// Prévisualise un chiffre écrit à la main
// de taille width x height
// commencant à l'adresse mémoire start
// dans le fichier pointé par ptr
void print_image(unsigned int width, unsigned int height, FILE* ptr, int start) {
unsigned char buffer[width*height+start];
@ -27,9 +31,10 @@ void print_image(unsigned int width, unsigned int height, FILE* ptr, int start)
}
}
void read_mnist_images(char* filename) {
unsigned char buffer[4];
// Lit un set de données images de la base de données MNIST
// dans le fichier situé à filename, les
// images comportant comme labels 'labels'
void read_mnist_images(char* filename, unsigned char* labels) {
FILE *ptr;
ptr = fopen(filename, "rb");
@ -61,17 +66,49 @@ void read_mnist_images(char* filename) {
//printf("%u x %u\n\n", width, height);
for (int i=0; i < number_of_images; i++) {
printf("--- Number %d ---\n", i);
printf("--- Number %d : %u ---\n", i, labels[i]);
print_image(width, height, ptr, (i*width*height));
}
}
unsigned char* read_mnist_labels(char* filename) {
FILE* ptr;
ptr = fopen(filename, "rb");
uint32_t magic_number;
uint32_t number_of_items;
fread(&magic_number, sizeof(uint32_t), 1, ptr);
magic_number = swap_endian(magic_number);
if (magic_number != 2049) {
printf("Incorrect magic number !\n");
exit(1);
}
fread(&number_of_items, sizeof(uint32_t), 1, ptr);
number_of_items = swap_endian(number_of_items);
printf("number of items: %" PRIu32 "\n", number_of_items);
unsigned char* labels = malloc(sizeof(unsigned char)*number_of_items);
unsigned char tmp;
for (int i=0; i< number_of_items; i++) {
fread(&tmp, sizeof(unsigned char), 1, ptr);
labels[i] = tmp;
}
return labels;
}
int main(int argc, char *argv[]) {
if (argc == 1) {
printf("Utilisation: %s [FILE]\n", argv[0]);
if (argc < 3) {
printf("Utilisation: %s [IMAGES FILE] [LABELS FILE]\n", argv[0]);
return 1;
}
read_mnist_images(argv[1]);
unsigned char* labels = read_mnist_labels(argv[2]);
read_mnist_images(argv[1], labels);
free(labels);
return 0;
}