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5 changed files with 138 additions and 11 deletions

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@ -5,12 +5,59 @@
#define BUFFER_SIZE 100 #define BUFFER_SIZE 100
#define FILE_HEADER_STRING "__info2_image_file_format__" #define FILE_HEADER_STRING "__info2_image_file_format__"
#define FILE_HEADER_SIZE (sizeof(FILE_HEADER_STRING)-1)
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei // TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
FILE *checkFile(const char *path)
{
FILE *datei = fopen(path,"rb");
if (datei == NULL)
{
perror("Datei konnte nicht geoeffnet werden");
return NULL;
}
char buffer[FILE_HEADER_SIZE+1];
if (fread(buffer,1,FILE_HEADER_SIZE,datei)!=FILE_HEADER_SIZE)
{
perror("Header konnte nicht eingelessen werden");
fclose(datei);
return NULL;
}
buffer[FILE_HEADER_SIZE] = '\0';
if (strcmp(buffer,FILE_HEADER_STRING)!=0)
{
printf("Falscher Dateikopf");
//printf("\n%s",buffer);
//printf("\n%s",FILE_HEADER_STRING);
//printf("\n%d",strcmp(buffer,FILE_HEADER_STRING));
fclose(datei);
return NULL;
}
return datei;
}
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen // TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path) GrayScaleImageSeries *readImages(const char *path)
{ {
FILE *datei = checkFile(path);
if (datei==NULL)
{
return NULL;
}
unsigned short image_count, width, height;
fread(&image_count,1,sizeof(unsigned short),datei);
fread(&width,1,sizeof(unsigned short),datei);
fread(&height,1,sizeof(unsigned short),datei);
//printf("%u Bilder und %u mal %u",image_count,width,height);
fclose(datei);
GrayScaleImageSeries *series = NULL; GrayScaleImageSeries *series = NULL;
return series; return series;

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@ -19,5 +19,5 @@ typedef struct
GrayScaleImageSeries *readImages(const char *path); GrayScaleImageSeries *readImages(const char *path);
void clearSeries(GrayScaleImageSeries *series); void clearSeries(GrayScaleImageSeries *series);
FILE *checkFile(const char *path);
#endif #endif

7
main.c
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@ -1,11 +1,13 @@
#include <stdio.h> #include <stdio.h>
#include <stdlib.h> #include <stdlib.h>
#include "imageInput.h" #include "imageInput.h"
#include "mnistVisualization.h" //#include "mnistVisualization.h"
#include "neuralNetwork.h" //#include "neuralNetwork.h"
int main(int argc, char *argv[]) int main(int argc, char *argv[])
{ {
readImages("mnist_test.info2");
/*
const unsigned int windowWidth = 800; const unsigned int windowWidth = 800;
const unsigned int windowHeight = 600; const unsigned int windowHeight = 600;
@ -65,4 +67,5 @@ int main(int argc, char *argv[])
} }
return exitCode; return exitCode;
*/
} }

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@ -4,32 +4,103 @@
// TODO Matrix-Funktionen implementieren // TODO Matrix-Funktionen implementieren
// Matrix erzeugen
Matrix createMatrix(unsigned int rows, unsigned int cols) Matrix createMatrix(unsigned int rows, unsigned int cols)
{ {
Matrix matrix;
matrix.rows = rows;
matrix.cols = cols;
if (rows == 0 || cols == 0) {
matrix.buffer = NULL;
return matrix;
}
matrix.buffer = (MatrixType *)malloc(rows * cols * sizeof(MatrixType));
if (matrix.buffer == NULL)
{
matrix.rows = 0;
matrix.cols = 0;
}
return matrix;
} }
// Matrix Speicher freigeben
void clearMatrix(Matrix *matrix) void clearMatrix(Matrix *matrix)
{ {
if (matrix->buffer != NULL)
{
free(matrix->buffer);
matrix->buffer = NULL;
}
matrix->rows = 0;
matrix->cols = 0;
} }
// Wert setzen
void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx) void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{ {
if (rowIdx < matrix.rows && colIdx < matrix.cols)
{
matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}
} }
// Wert auslesen
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx) MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{ {
if (rowIdx < matrix.rows && colIdx < matrix.cols)
{
return matrix.buffer[rowIdx * matrix.cols + colIdx];
}
return 0; // Fallback
} }
Matrix add(const Matrix matrix1, const Matrix matrix2) // Matrizen addieren
Matrix add(const Matrix m1, const Matrix m2)
{ {
if (m1.rows != m2.rows || m1.cols != m2.cols)
{
return createMatrix(0, 0); // Falls Matrix-Dimensionen nicht passen
}
Matrix result = createMatrix(m1.rows, m1.cols);
if (result.buffer == NULL) return result;
for (unsigned int r = 0; r < m1.rows; r++)
{
for (unsigned int c = 0; c < m1.cols; c++)
{
result.buffer[r * m1.cols + c] =
getMatrixAt(m1, r, c) + getMatrixAt(m2, r, c);
}
}
return result;
} }
Matrix multiply(const Matrix matrix1, const Matrix matrix2) // Matrizen multiplizieren
Matrix multiply(const Matrix m1, const Matrix m2)
{ {
if (m1.cols != m2.rows)
{
return createMatrix(0, 0); // Falls Matrix-Dimensionen nicht passen
}
Matrix result = createMatrix(m1.rows, m2.cols);
if (result.buffer == NULL) return result;
for (unsigned int r = 0; r < m1.rows; r++)
{
for (unsigned int c = 0; c < m2.cols; c++)
{
MatrixType sum = 0;
for (unsigned int k = 0; k < m1.cols; k++)
{
sum += getMatrixAt(m1, r, k) * getMatrixAt(m2, k, c);
}
result.buffer[r * m2.cols + c] = sum;
}
}
return result;
} }

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@ -6,6 +6,12 @@
typedef float MatrixType; typedef float MatrixType;
// TODO Matrixtyp definieren // TODO Matrixtyp definieren
typedef struct
{
unsigned int rows;
unsigned int cols;
MatrixType *buffer;
} Matrix;
Matrix createMatrix(unsigned int rows, unsigned int cols); Matrix createMatrix(unsigned int rows, unsigned int cols);