Neuronalesnetz/imageInput.c

159 lines
5.0 KiB
C

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include "imageInput.h"
#define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__"
// DONE Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
unsigned int readStatusInfo (FILE *const source, GrayScaleImageSeries *const series, char *const headerString, int const sizeToRead, int const amountToRead);
void readImagedata (FILE *const source, GrayScaleImageSeries *const series, int const amountToRead);
unsigned int checkHeaderString (const char *const header);
// DONE Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
GrayScaleImageSeries *series = NULL;
FILE *readSource = 0;
const unsigned int sizeOfStausInfoElementsInBytes = sizeof(unsigned short);
const unsigned int amountOfStatusInfoToRead = 1;
unsigned int numberOfBytesToRead = 0;
unsigned int expectedHeader = 0;
char headerString[sizeof(FILE_HEADER_STRING)] = "";
readSource = fopen(path, "rb");
if (readSource != NULL)
{
series = calloc(amountOfStatusInfoToRead, sizeof(GrayScaleImageSeries));
series->images = calloc(1, sizeof(GrayScaleImage));
numberOfBytesToRead = readStatusInfo(readSource, series, headerString, sizeOfStausInfoElementsInBytes, amountOfStatusInfoToRead);
expectedHeader = checkHeaderString(headerString);
series->images = realloc(series->images, series->count * sizeof(GrayScaleImage));
series->labels = calloc((series->count), sizeof(&(series->labels)));
if (expectedHeader)
{
for (int i = 0; i < series->count; i++)
{
series->images[i].buffer = calloc(numberOfBytesToRead, sizeof(unsigned char));
}
for (int i = 0; i < series->count; i++)
{
series->images[i].width = series->images->width;
series->images[i].height = series->images->height;
}
readImagedata(readSource, series, numberOfBytesToRead);
}
else
{
series = NULL;
}
fclose(readSource);
}
return series;
}
// DONE Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries * series)
{
int i = 0;
int j = 0;
for (i = 0; i < series->count; i++)
{
if (i >= 0)
{
for (j = 0; j < series->images[i].width * series->images[i].height; j++)
{
series->images[i].buffer[j] = 0;
}
}
series->labels[i] = 0;
series->images[i].width = 0;
series->images[i].height = 0;
}
for (i = 0; i < series->count; i++)
{
free(series->images[i].buffer);
series->images[i].buffer = NULL;
}
free(series->labels);
series->labels = NULL;
free(series->images);
series->images = NULL;
free(series);
series = NULL;
}
// reads headerString, pictureCount, pictureWidth, pictureHight
unsigned int readStatusInfo(FILE *const source, GrayScaleImageSeries *const series, char *const headerString, int const sizeToRead, int const amountToRead)
{
unsigned int bytesToRead = 0;
fread(headerString, sizeof(FILE_HEADER_STRING) - 1, amountToRead, source);
fread(&(series->count), sizeToRead, amountToRead, source);
fread(&(series->images->width), sizeToRead, amountToRead, source);
fread(&(series->images->height), sizeToRead, amountToRead, source);
bytesToRead = (series->images->width) * (series->images->height);
return bytesToRead;
}
// reads the imagebytes and the label of all images
void readImagedata(FILE *const source, GrayScaleImageSeries *const series, int const amountToRead)
{
int i = 0;
for (i = 0; i < series->count ; i++)
{
fread(&series->images[i].buffer[0], 1, amountToRead, source);
fread(&series->labels[i], sizeof(*series->images->buffer), sizeof(*series->labels), source);
}
}
// checks if the read headerString matches the expected headerString
unsigned int checkHeaderString(const char *const header)
{
int i = 0;
int notIdenticall = 0;
char expectedHeader[sizeof(FILE_HEADER_STRING)] = FILE_HEADER_STRING;
for (i = 0; i < sizeof(FILE_HEADER_STRING); i++)
{
if (header[i] != expectedHeader[i])
{
notIdenticall = 1;
}
}
return !notIdenticall;
}