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| Author | SHA1 | Date | |
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| e26690d0d0 |
160
imageInput.c
160
imageInput.c
@ -9,14 +9,172 @@
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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static int checkFileHeader(FILE *file)
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{
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char buffer[BUFFER_SIZE];
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int length = strlen(FILE_HEADER_STRING);
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// Prüfen ob fread erfolgreich war
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if (fread(buffer, sizeof(char), length, file) != length) {
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return 0; // Lesefehler
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}
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buffer[length] = '\0';
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if (strcmp(buffer, FILE_HEADER_STRING) == 0) {
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return 1;
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} else {
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return 0;
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}
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}
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static int readDimensions(FILE *file, unsigned short * count, unsigned short *width, unsigned short *height)
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{
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// Anzahl lesen
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if (fread(count, sizeof(unsigned short), 1, file) != 1) {
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return 0;
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}
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// Breite lesen
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if (fread(width, sizeof(unsigned short), 1, file) != 1) {
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return 0;
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}
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// Höhe lesen
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if (fread(height, sizeof(unsigned short), 1, file) != 1) {
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return 0;
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}
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return 1; // Alles ok
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}
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static int readSingleImage(FILE *file, GrayScaleImage *image, unsigned char *label, unsigned short width, unsigned short height)
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{
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// Schritt 1: Gesamtzahl Pixel berechnen
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int totalPixels = width * height;
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// Schritt 2: Speicher allokieren
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image->buffer = (unsigned char *)malloc(totalPixels * sizeof(unsigned char));
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if (image->buffer == NULL) {
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return 0; // Fehler: kein Speicher verfügbar
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}
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// Schritt 3: Breite und Höhe setzen
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image->width = width;
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image->height = height;
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// Schritt 4: Pixel lesen
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if (fread(image->buffer, sizeof(unsigned char), totalPixels, file) != totalPixels) {
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free(image->buffer); // Aufräumen!
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return 0; // Fehler beim Lesen
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}
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// Schritt 5: Label lesen
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if (fread(label, sizeof(unsigned char), 1, file) != 1) {
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free(image->buffer); // Aufräumen!
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return 0; // Fehler beim Lesen
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}
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return 1; // Erfolg!
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}
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GrayScaleImageSeries *readImages(const char *path)
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{
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GrayScaleImageSeries *series = NULL;
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// Schritt 1: Datei öffnen
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FILE *file = fopen(path, "rb");
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if (file == NULL) {
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return NULL;
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}
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// Schritt 2: Header prüfen
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if (!checkFileHeader(file)) {
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fclose(file);
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return NULL;
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}
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// Schritt 3: Dimensionen lesen
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unsigned short count, width, height;
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if (!readDimensions(file, &count, &width, &height)) {
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fclose(file);
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return NULL;
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}
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// Schritt 4: Speicher für die Serie allokieren
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GrayScaleImageSeries *series = (GrayScaleImageSeries *)malloc(sizeof(GrayScaleImageSeries));
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if (series == NULL) {
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fclose(file);
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return NULL;
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}
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// Schritt 5: Speicher für das images-Array allokieren
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series->images = (GrayScaleImage *)malloc(count * sizeof(GrayScaleImage));
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if (series->images == NULL) {
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free(series);
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fclose(file);
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return NULL;
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}
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// Schritt 6: Speicher für das labels-Array allokieren
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series->labels = (unsigned char *)malloc(count * sizeof(unsigned char));
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if (series->labels == NULL) {
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free(series->images);
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free(series);
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fclose(file);
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return NULL;
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}
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// Schritt 7: count setzen
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series->count = count;
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// Schritt 8: Alle Bilder in einer Schleife einlesen
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for (int i = 0; i < count; i++) {
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if (!readSingleImage(file, &series->images[i], &series->labels[i], width, height)) {
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// Bei Fehler: Aufräumen!
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for (int j = 0; j < i; j++) {
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free(series->images[j].buffer);
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}
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free(series->images);
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free(series->labels);
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free(series);
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fclose(file);
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return NULL;
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}
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}
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// Schritt 9: Datei schließen
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fclose(file);
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// Schritt 10: Fertige Serie zurückgeben
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return series;
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}
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// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
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void clearSeries(GrayScaleImageSeries *series)
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{
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// Schritt 0: Prüfen ob series überhaupt existiert
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if (series == NULL) {
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return; // Nichts zu tun
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}
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// Schritt 1: Alle Pixel-Buffer freigeben (für jedes Bild)
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if (series->images != NULL) {
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for (int i = 0; i < series->count; i++) {
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if (series->images[i].buffer != NULL) {
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free(series->images[i].buffer); // ← Buffer von Bild i freigeben
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}
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}
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}
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// Schritt 2: Das images-Array freigeben
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if (series->images != NULL) {
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free(series->images);
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}
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// Schritt 3: Das labels-Array freigeben
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if (series->labels != NULL) {
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free(series->labels);
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}
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// Schritt 4: Die Serie-Struktur selbst freigeben
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free(series);
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}
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16
imageInput.h
16
imageInput.h
@ -5,17 +5,17 @@ typedef unsigned char GrayScalePixelType;
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typedef struct
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{
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GrayScalePixelType *buffer;
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unsigned int width;
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unsigned int height;
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} GrayScaleImage;
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GrayScalePixelType *buffer; // Breite in Pixeln
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unsigned int width; // Höhe in Pixeln
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unsigned int height; // Die Pixelwerte (0-255)
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} GrayScaleImage; // EIN Bild
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typedef struct
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{
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GrayScaleImage *images;
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unsigned char *labels;
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unsigned int count;
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} GrayScaleImageSeries;
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GrayScaleImage *images; // Array von Bildern
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unsigned char *labels; // Array von Labels (welche Ziffer?)
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unsigned int count; // Wie viele Bilder ?
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} GrayScaleImageSeries; // Sammlung der Bilder
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GrayScaleImageSeries *readImages(const char *path);
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void clearSeries(GrayScaleImageSeries *series);
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24
matrix.c
24
matrix.c
@ -1,17 +1,41 @@
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#include <stdlib.h>
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#include <string.h>
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#include <stdio.h>
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#include "matrix.h"
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// TODO Matrix-Funktionen implementieren
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Matrix createMatrix(unsigned int rows, unsigned int cols)
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{
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Matrix m;
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m.rows = rows;
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m.cols = cols;
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m.buffer = (MatrixType*)malloc(sizeof(MatrixType) * rows * cols);
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if (m.buffer == NULL){
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fprintf(stderr, "Error: Memory allocation failed in createMatrix!.\n");
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m.rows = 0;
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m.cols = 0;
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return m;
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}
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for (unsigned int i = 0; i < rows * cols; i++){
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m.buffer[i] = 0.0f;
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}
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return m;
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}
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void clearMatrix(Matrix *matrix)
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{
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if (matrix == NULL || matrix->buffer == NULL) {
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return;
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}
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// Alle Elemente auf 0 setzen
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for (unsigned int i = 0; i < matrix->rows * matrix->cols; i++) {
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matrix->buffer[i] = 0.0f;
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}
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}
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void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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