forked from freudenreichan/info2Praktikum-NeuronalesNetz
imageinput .c und .h implementiert
This commit is contained in:
parent
e517eef7af
commit
8bb420eb9d
166
imageInput.c
166
imageInput.c
@ -3,20 +3,172 @@
|
||||
#include <string.h>
|
||||
#include "imageInput.h"
|
||||
|
||||
#define BUFFER_SIZE 100
|
||||
#define FILE_HEADER_STRING "__info2_image_file_format__"
|
||||
|
||||
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
|
||||
/* -------------------------------------------------------------------------
|
||||
* Hilfsfunktion: liest ein unsigned short (16-bit) aus Datei
|
||||
* Rückgabe: 1 bei Erfolg, 0 bei Fehler
|
||||
* ------------------------------------------------------------------------- */
|
||||
static int readUInt16(FILE *f, unsigned short *out)
|
||||
{
|
||||
return fread(out, sizeof(unsigned short), 1, f) == 1;
|
||||
}
|
||||
|
||||
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
|
||||
/* -------------------------------------------------------------------------
|
||||
* Header prüfen:
|
||||
* - Tests schreiben den Header exakt als strlen(FILE_HEADER_STRING) Bytes
|
||||
* (OHNE Nullterminator). Deshalb lesen wir genau diese Anzahl Bytes und
|
||||
* vergleichen mittels strncmp.
|
||||
* ------------------------------------------------------------------------- */
|
||||
static int readHeader(FILE *f)
|
||||
{
|
||||
size_t len = strlen(FILE_HEADER_STRING);
|
||||
char buf[64]; /* genügend groß für unseren Header */
|
||||
|
||||
if (len >= sizeof(buf))
|
||||
return 0;
|
||||
|
||||
if (fread(buf, 1, len, f) != len)
|
||||
return 0;
|
||||
|
||||
/* selbst terminieren, damit strcmp / strncmp sauber arbeiten können */
|
||||
buf[len] = '\0';
|
||||
|
||||
return strcmp(buf, FILE_HEADER_STRING) == 0;
|
||||
}
|
||||
|
||||
/* -------------------------------------------------------------------------
|
||||
* readImages:
|
||||
* Liest das Format wie in den Tests erzeugt:
|
||||
*
|
||||
* [header bytes (strlen(FILE_HEADER_STRING))]
|
||||
* uint16_t numberOfImages
|
||||
* uint16_t width
|
||||
* uint16_t height
|
||||
*
|
||||
* für jedes Bild:
|
||||
* width*height bytes pixel
|
||||
* uint8_t label
|
||||
* ------------------------------------------------------------------------- */
|
||||
GrayScaleImageSeries *readImages(const char *path)
|
||||
{
|
||||
GrayScaleImageSeries *series = NULL;
|
||||
|
||||
if (!path)
|
||||
return NULL;
|
||||
|
||||
FILE *f = fopen(path, "rb");
|
||||
if (!f)
|
||||
return NULL;
|
||||
|
||||
/* Header prüfen */
|
||||
if (!readHeader(f))
|
||||
{
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Anzahl der Bilder (unsigned short in den Tests) */
|
||||
unsigned short count16;
|
||||
if (!readUInt16(f, &count16))
|
||||
{
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Breite und Höhe (ebenfalls unsigned short in den Tests) */
|
||||
unsigned short width16, height16;
|
||||
if (!readUInt16(f, &width16) || !readUInt16(f, &height16))
|
||||
{
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Sicherheitscheck: keine extremen Werte */
|
||||
if (count16 == 0 || width16 == 0 || height16 == 0)
|
||||
{
|
||||
/* ungültige/metadaten -> als Fehler behandeln */
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Serie allokieren */
|
||||
GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
|
||||
if (!series)
|
||||
{
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
series->count = (unsigned int)count16;
|
||||
series->images = calloc(series->count, sizeof(GrayScaleImage));
|
||||
series->labels = calloc(series->count, sizeof(unsigned char));
|
||||
if (!series->images || !series->labels)
|
||||
{
|
||||
clearSeries(series);
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Für alle Bilder: Breite / Höhe sind gleich (wie im Test geschrieben) */
|
||||
for (unsigned int i = 0; i < series->count; ++i)
|
||||
{
|
||||
series->images[i].width = (unsigned int)width16;
|
||||
series->images[i].height = (unsigned int)height16;
|
||||
|
||||
/* Größe berechnen und Puffer allokieren */
|
||||
unsigned int size = series->images[i].width * series->images[i].height;
|
||||
|
||||
series->images[i].buffer = malloc(size * sizeof(GrayScalePixelType));
|
||||
if (!series->images[i].buffer)
|
||||
{
|
||||
clearSeries(series);
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Pixeldaten einlesen */
|
||||
size_t readPixels = fread(series->images[i].buffer, sizeof(GrayScalePixelType), size, f);
|
||||
if (readPixels != size)
|
||||
{
|
||||
clearSeries(series);
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
|
||||
/* Label einlesen (1 Byte) */
|
||||
if (fread(&series->labels[i], sizeof(unsigned char), 1, f) != 1)
|
||||
{
|
||||
clearSeries(series);
|
||||
fclose(f);
|
||||
return NULL;
|
||||
}
|
||||
}
|
||||
|
||||
fclose(f);
|
||||
return series;
|
||||
}
|
||||
|
||||
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
|
||||
/* -------------------------------------------------------------------------
|
||||
* clearSeries: gibt alle Ressourcen einer Serie frei
|
||||
* - ist NULL-sicher
|
||||
* ------------------------------------------------------------------------- */
|
||||
void clearSeries(GrayScaleImageSeries *series)
|
||||
{
|
||||
}
|
||||
if (!series)
|
||||
return;
|
||||
|
||||
if (series->images)
|
||||
{
|
||||
for (unsigned int i = 0; i < series->count; ++i)
|
||||
{
|
||||
free(series->images[i].buffer);
|
||||
series->images[i].buffer = NULL;
|
||||
}
|
||||
free(series->images);
|
||||
series->images = NULL;
|
||||
}
|
||||
|
||||
free(series->labels);
|
||||
series->labels = NULL;
|
||||
|
||||
free(series);
|
||||
}
|
||||
|
||||
38
imageInput.h
38
imageInput.h
@ -1,23 +1,47 @@
|
||||
#ifndef IMAGEINPUT_H
|
||||
#define IMAGEINPUT_H
|
||||
|
||||
#include <stddef.h> // für size_t
|
||||
|
||||
// Datentyp für ein einzelnes Pixel (0–255)
|
||||
typedef unsigned char GrayScalePixelType;
|
||||
|
||||
// Struktur eines einzelnen Graustufenbildes
|
||||
typedef struct
|
||||
{
|
||||
GrayScalePixelType *buffer;
|
||||
unsigned int width;
|
||||
unsigned int height;
|
||||
GrayScalePixelType *buffer; // Zeiger auf Pixel-Daten (width * height)
|
||||
unsigned int width; // Bildbreite
|
||||
unsigned int height; // Bildhöhe
|
||||
} GrayScaleImage;
|
||||
|
||||
// Eine Serie von Bildern inklusive Labels
|
||||
typedef struct
|
||||
{
|
||||
GrayScaleImage *images;
|
||||
unsigned char *labels;
|
||||
unsigned int count;
|
||||
GrayScaleImage *images; // Array von Bildern
|
||||
unsigned char *labels; // Array von Labels (0–255)
|
||||
unsigned int count; // Anzahl der Bilder
|
||||
} GrayScaleImageSeries;
|
||||
|
||||
/**
|
||||
* Liest eine Bilderserie aus einer Datei.
|
||||
* Erwartetes Format:
|
||||
* uint32 count
|
||||
* für jedes Bild:
|
||||
* uint32 width
|
||||
* uint32 height
|
||||
* width*height Bytes Bilddaten
|
||||
* uint8 label
|
||||
*
|
||||
* @param path Pfad zur Datei
|
||||
* @return Pointer auf GrayScaleImageSeries oder NULL bei Fehler
|
||||
*/
|
||||
GrayScaleImageSeries *readImages(const char *path);
|
||||
|
||||
/**
|
||||
* Gibt den Speicher einer Serie wieder frei.
|
||||
*
|
||||
* @param series Pointer auf die Serie, darf auch NULL sein
|
||||
*/
|
||||
void clearSeries(GrayScaleImageSeries *series);
|
||||
|
||||
#endif
|
||||
#endif // IMAGEINPUT_H
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user