imageInput.c gemacht, korrektes einlesen der
Bilder und so Aber noch nicht ganz sicher, wie immer eig lol
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imageInput.c
109
imageInput.c
@ -8,15 +8,120 @@
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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// richtiges Format? grundlegende Größen bekannt?
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int readFileHeader(FILE *file, unsigned short *numberOfImages,unsigned short *width, unsigned short *height)
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{
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char buffer[BUFFER_SIZE];
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size_t len = strlen(FILE_HEADER_STRING);
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if (len >= BUFFER_SIZE) {
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return 0; // Header länger als Puffer
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}
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if (fread(buffer, sizeof(char), len, file) != len) {
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return 0; // zu wenig/Fehler gelesen
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}
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buffer[len] = '\0'; // terminieren um zu vergleichen mit FILE_HEADER_STRING
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if (strcmp(buffer, FILE_HEADER_STRING) != 0) {
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return 0; // falscher Header -> falsches Format
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}
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if (fread(numberOfImages, sizeof(unsigned short), 1, file) != 1 ||
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fread(width, sizeof(unsigned short), 1, file) != 1 ||
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fread(height, sizeof(unsigned short), 1, file) != 1) {
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return 0; // eine der Daten lesen fehlgeschlagen
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}
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return 1;
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}
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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// Datei header in bin öffnen, Metadaten bekommen mit Hilfsfunktion, Speicher für GrayScaleImages, Array für Bilder & Labels
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// angepasste Pixelpuffer & Pixel einlesen, Label lesen
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// fertige GrayScaleImageSeries Struktur zurückgeben
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GrayScaleImageSeries *readImages(const char *path)
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{
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GrayScaleImageSeries *series = NULL;
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FILE *file = fopen(path, "rb"); // im binärmodus öffnen
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if (file == NULL) {
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return NULL;
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}
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unsigned short numberOfImages, width, height;
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readFileHeader(file, &numberOfImages, &width, &height); // Hilfsfunktion von oben
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GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries)); // Speicher in Serie-Struktur reservieren
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if (series == NULL) { // kann nicht angelegt werden
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fclose(file);
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return NULL;
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}
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series->images = malloc(numberOfImages * sizeof(GrayScaleImage)); // Array reservieren für Bilder
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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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series->labels = malloc(numberOfImages * sizeof(unsigned char)); // Array reservieren für Labels
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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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series->count = numberOfImages; // Anzahl Bilder in Serie speichern
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size_t pixels = (size_t)width * height;
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// für jedes Bild in Serie: Speicher für Pixel reservieren, Breite & Höhe setzen, Pixel & Label lesen
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for (unsigned int i = 0; i < numberOfImages; ++i) {
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GrayScaleImage *img = &series->images[i];
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img->buffer = malloc(pixels * sizeof(GrayScalePixelType));
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if (img->buffer == NULL) {
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clearSeries(series); // alles bisherige freigeben
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fclose(file);
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return NULL;
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}
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img->width = width; //Breite & Höhe setzen
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img->height = height;
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if (fread(img->buffer, sizeof(GrayScalePixelType), pixels, file) != pixels) {
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clearSeries(series);
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fclose(file);
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return NULL;
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}
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if (fread(&series->labels[i], sizeof(unsigned char), 1, file) != 1) {
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clearSeries(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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fclose(file);
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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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// Alle Bilder (Pixelpuffer) einzeln & Labels freigeben, dann Serie
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void clearSeries(GrayScaleImageSeries *series)
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{
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if (series != NULL) {
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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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free(series->images[i].buffer); // Pixelpuffer einzelner Bilder freigeben
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}
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free(series->images);
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}
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if (series->labels != NULL) {
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free(series->labels);
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}
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free(series);
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}
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}
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0
mnist_test.info2
Normal file → Executable file
0
mnist_test.info2
Normal file → Executable file
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