forked from freudenreichan/info2Praktikum-NeuronalesNetz
kleine Änderung
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92
imageInput.c
92
imageInput.c
@ -4,21 +4,22 @@
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#include "imageInput.h"
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#include "imageInput.h"
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#define BUFFER_SIZE 100
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#define BUFFER_SIZE 100
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#define FILE_HEADER_STRING "mnist_model.info2"
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#define FILE_HEADER_STRING "__info2_image_file_format__"
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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// Hilfsfunktion: File Header überprüfen
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static int checkFileHeader(FILE* f) {
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static int checkFileHeader(FILE* f) {
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char buffer[BUFFER_SIZE];
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char buffer[BUFFER_SIZE];
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size_t len = strlen(FILE_HEADER_STRING);
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size_t len = strlen(FILE_HEADER_STRING);
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if (fread(buffer, 1, len, f) != len) {
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if (fread(buffer, 1, len, f) != len) {
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return -1; // Fehler beim Lesen
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return -1; // Fehler beim Lesen
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}
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}
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buffer[len] = '\0';
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buffer[len] = '\0';
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return strcmp(buffer, FILE_HEADER_STRING) == 0 ? 0 : -1;
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return strcmp(buffer, FILE_HEADER_STRING) == 0 ? 0 : -1;
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}
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}
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// Hilfsfunktion: Metadaten lesen (Anzahl, Breite, Höhe)
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static int readImageMeta(FILE* f, unsigned short* count, unsigned short* width, unsigned short* height) {
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static int readImageMeta(FILE* f, unsigned short* count, unsigned short* width, unsigned short* height) {
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if (fread(count, sizeof(unsigned short), 1, f) != 1) return -1;
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if (fread(count, sizeof(unsigned short), 1, f) != 1) return -1;
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if (fread(width, sizeof(unsigned short), 1, f) != 1) return -1;
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if (fread(width, sizeof(unsigned short), 1, f) != 1) return -1;
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@ -26,6 +27,7 @@ static int readImageMeta(FILE* f, unsigned short* count, unsigned short* width,
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return 0;
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return 0;
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}
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}
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// Hilfsfunktion: Ein einzelnes Bild einlesen (NUR Pixel, OHNE Label)
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static GrayScaleImage readSingleImage(FILE* f, unsigned short width, unsigned short height) {
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static GrayScaleImage readSingleImage(FILE* f, unsigned short width, unsigned short height) {
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GrayScaleImage img;
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GrayScaleImage img;
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@ -43,45 +45,20 @@ static GrayScaleImage readSingleImage(FILE* f, unsigned short width, unsigned sh
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img.height = 0;
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img.height = 0;
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return img;
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return img;
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}
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}
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}
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// Pixeldaten einlesen
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if (fread(img.buffer, sizeof(GrayScalePixelType), pixelCount, f) != pixelCount) {
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static GrayScaleImageSeries readImageSeries(FILE* f, unsigned short count, unsigned short width, unsigned short height) {
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// Fehler beim Lesen: Speicher freigeben
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GrayScaleImageSeries series;
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free(img.buffer);
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img.buffer = NULL;
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// Anzahl der Bilder speichern
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img.width = 0;
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series.count = count;
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img.height = 0;
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// Speicher für Bilder und Labels reservieren
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series.images = malloc(count * sizeof(GrayScaleImage));
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series.labels = malloc(count * sizeof(unsigned char));
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if (series.images == NULL || series.labels == NULL) {
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// Fehlerfall: kein Speicher
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series.count = 0;
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series.images = NULL;
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series.labels = NULL;
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return series;
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}
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}
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// Alle Bilder und Labels einlesen
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return img;
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for (unsigned short i = 0; i < count; i++) {
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series.images[i] = readSingleImage(f, width, height);
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// Label separat lesen
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if (fread(&series.labels[i], sizeof(unsigned char), 1, f) != 1) {
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series.labels[i] = 0; // Fehlerfall: Default-Label
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}
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}
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return series;
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}
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}
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// Hauptfunktion: Bildserie aus Datei lesen
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// Test
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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GrayScaleImageSeries *readImages(const char *path)
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GrayScaleImageSeries *readImages(const char *path)
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{
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{
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FILE *f = fopen(path, "rb");
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FILE *f = fopen(path, "rb");
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@ -123,8 +100,18 @@ GrayScaleImageSeries *readImages(const char *path)
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// 4. Bilder + Labels einlesen
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// 4. Bilder + Labels einlesen
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for (unsigned short i = 0; i < count; i++) {
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for (unsigned short i = 0; i < count; i++) {
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// Bild einlesen
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series->images[i] = readSingleImage(f, width, height);
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series->images[i] = readSingleImage(f, width, height);
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// Prüfen ob Bild erfolgreich gelesen wurde
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if (series->images[i].buffer == NULL) {
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// Fehler beim Bild-Lesen → Serie freigeben
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clearSeries(series);
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fclose(f);
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return NULL;
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}
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// Label einlesen
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if (fread(&series->labels[i], sizeof(unsigned char), 1, f) != 1) {
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if (fread(&series->labels[i], sizeof(unsigned char), 1, f) != 1) {
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// Fehler beim Label-Lesen → Serie freigeben
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// Fehler beim Label-Lesen → Serie freigeben
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clearSeries(series);
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clearSeries(series);
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@ -137,8 +124,31 @@ GrayScaleImageSeries *readImages(const char *path)
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return series;
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return series;
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}
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}
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// Funktion: Bildserie vollständig aus dem Speicher freigeben
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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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void clearSeries(GrayScaleImageSeries *series)
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{
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{
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if (series == NULL) {
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return;
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}
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// Alle einzelnen Bilder freigeben
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if (series->images != NULL) {
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for (unsigned 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);
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series->images[i].buffer = NULL;
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}
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}
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free(series->images);
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series->images = NULL;
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}
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// Labels-Array freigeben
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if (series->labels != NULL) {
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free(series->labels);
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series->labels = NULL;
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}
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// Die Serie selbst freigeben
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free(series);
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}
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}
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