forked from freudenreichan/info2Praktikum-NeuronalesNetz
imageinput .c und .h implementiert
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166
imageInput.c
166
imageInput.c
@ -3,20 +3,172 @@
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#include <string.h>
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#include <string.h>
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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 FILE_HEADER_STRING "__info2_image_file_format__"
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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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/* -------------------------------------------------------------------------
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* Hilfsfunktion: liest ein unsigned short (16-bit) aus Datei
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* Rückgabe: 1 bei Erfolg, 0 bei Fehler
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* ------------------------------------------------------------------------- */
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static int readUInt16(FILE *f, unsigned short *out)
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{
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return fread(out, sizeof(unsigned short), 1, f) == 1;
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}
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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/* -------------------------------------------------------------------------
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* Header prüfen:
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* - Tests schreiben den Header exakt als strlen(FILE_HEADER_STRING) Bytes
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* (OHNE Nullterminator). Deshalb lesen wir genau diese Anzahl Bytes und
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* vergleichen mittels strncmp.
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* ------------------------------------------------------------------------- */
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static int readHeader(FILE *f)
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{
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size_t len = strlen(FILE_HEADER_STRING);
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char buf[64]; /* genügend groß für unseren Header */
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if (len >= sizeof(buf))
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return 0;
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if (fread(buf, 1, len, f) != len)
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return 0;
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/* selbst terminieren, damit strcmp / strncmp sauber arbeiten können */
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buf[len] = '\0';
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return strcmp(buf, FILE_HEADER_STRING) == 0;
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}
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/* -------------------------------------------------------------------------
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* readImages:
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* Liest das Format wie in den Tests erzeugt:
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*
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* [header bytes (strlen(FILE_HEADER_STRING))]
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* uint16_t numberOfImages
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* uint16_t width
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* uint16_t height
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*
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* für jedes Bild:
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* width*height bytes pixel
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* uint8_t label
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* ------------------------------------------------------------------------- */
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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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GrayScaleImageSeries *series = NULL;
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if (!path)
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return NULL;
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FILE *f = fopen(path, "rb");
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if (!f)
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return NULL;
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/* Header prüfen */
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if (!readHeader(f))
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{
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fclose(f);
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return NULL;
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}
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/* Anzahl der Bilder (unsigned short in den Tests) */
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unsigned short count16;
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if (!readUInt16(f, &count16))
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{
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fclose(f);
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return NULL;
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}
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/* Breite und Höhe (ebenfalls unsigned short in den Tests) */
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unsigned short width16, height16;
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if (!readUInt16(f, &width16) || !readUInt16(f, &height16))
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{
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fclose(f);
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return NULL;
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}
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/* Sicherheitscheck: keine extremen Werte */
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if (count16 == 0 || width16 == 0 || height16 == 0)
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{
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/* ungültige/metadaten -> als Fehler behandeln */
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fclose(f);
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return NULL;
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}
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/* Serie allokieren */
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GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
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if (!series)
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{
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fclose(f);
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return NULL;
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}
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series->count = (unsigned int)count16;
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series->images = calloc(series->count, sizeof(GrayScaleImage));
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series->labels = calloc(series->count, sizeof(unsigned char));
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if (!series->images || !series->labels)
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{
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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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/* Für alle Bilder: Breite / Höhe sind gleich (wie im Test geschrieben) */
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for (unsigned int i = 0; i < series->count; ++i)
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{
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series->images[i].width = (unsigned int)width16;
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series->images[i].height = (unsigned int)height16;
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/* Größe berechnen und Puffer allokieren */
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unsigned int size = series->images[i].width * series->images[i].height;
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series->images[i].buffer = malloc(size * sizeof(GrayScalePixelType));
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if (!series->images[i].buffer)
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{
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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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/* Pixeldaten einlesen */
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size_t readPixels = fread(series->images[i].buffer, sizeof(GrayScalePixelType), size, f);
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if (readPixels != size)
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{
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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 (1 Byte) */
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if (fread(&series->labels[i], sizeof(unsigned char), 1, f) != 1)
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{
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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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}
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fclose(f);
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return series;
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return series;
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}
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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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/* -------------------------------------------------------------------------
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* clearSeries: gibt alle Ressourcen einer Serie frei
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* - ist NULL-sicher
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* ------------------------------------------------------------------------- */
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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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}
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if (!series)
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return;
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if (series->images)
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{
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for (unsigned int i = 0; i < series->count; ++i)
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{
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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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free(series->images);
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series->images = NULL;
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}
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free(series->labels);
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series->labels = NULL;
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free(series);
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}
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38
imageInput.h
38
imageInput.h
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#ifndef IMAGEINPUT_H
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#ifndef IMAGEINPUT_H
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#define IMAGEINPUT_H
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#define IMAGEINPUT_H
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#include <stddef.h> // für size_t
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// Datentyp für ein einzelnes Pixel (0–255)
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typedef unsigned char GrayScalePixelType;
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typedef unsigned char GrayScalePixelType;
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// Struktur eines einzelnen Graustufenbildes
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typedef struct
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typedef struct
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{
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{
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GrayScalePixelType *buffer;
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GrayScalePixelType *buffer; // Zeiger auf Pixel-Daten (width * height)
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unsigned int width;
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unsigned int width; // Bildbreite
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unsigned int height;
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unsigned int height; // Bildhöhe
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} GrayScaleImage;
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} GrayScaleImage;
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// Eine Serie von Bildern inklusive Labels
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typedef struct
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typedef struct
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{
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{
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GrayScaleImage *images;
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GrayScaleImage *images; // Array von Bildern
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unsigned char *labels;
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unsigned char *labels; // Array von Labels (0–255)
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unsigned int count;
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unsigned int count; // Anzahl der Bilder
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} GrayScaleImageSeries;
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} GrayScaleImageSeries;
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/**
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* Liest eine Bilderserie aus einer Datei.
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* Erwartetes Format:
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* uint32 count
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* für jedes Bild:
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* uint32 width
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* uint32 height
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* width*height Bytes Bilddaten
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* uint8 label
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*
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* @param path Pfad zur Datei
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* @return Pointer auf GrayScaleImageSeries oder NULL bei Fehler
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*/
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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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* Gibt den Speicher einer Serie wieder frei.
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*
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* @param series Pointer auf die Serie, darf auch NULL sein
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*/
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void clearSeries(GrayScaleImageSeries *series);
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void clearSeries(GrayScaleImageSeries *series);
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#endif
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#endif // IMAGEINPUT_H
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