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3 Commits
Author SHA1 Message Date
starksa100587 19e402ae35 clearSeries inputimages done 2025-11-12 23:45:26 +01:00
starksa100587 1e966e9f64 GrayScaleImageSeries 2025-11-12 23:43:56 +01:00
starksa100587 0d55b80299 Hilfsfunktion readHeader
imageInput
2025-11-12 23:40:03 +01:00
2 changed files with 138 additions and 30 deletions

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+138 -2
View File
@@ -8,18 +8,154 @@
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
FILE *fopen(const char *'/Users/niklaskegelmann/Desktop/Uni/3. Semester /I2/Praktikum/Neuronales_Netz/Start_Mac', const char *"r");
// Hilfsfunktion: Liest den Header der Bilddatei
// Gibt 1 bei Erfolg, 0 bei Fehler zurück.
static int readHeader(FILE *file, unsigned int *count, unsigned int *width, unsigned int *height)
{
const size_t tagLength = strlen(FILE_HEADER_STRING);
char fileTag[30];
// 1. Lesen des Identifikationstags und Überprüfung
if (fread(fileTag, sizeof(char), tagLength, file) != tagLength)
{
return 0;
}
fileTag[tagLength] = '\0';
if (strcmp(fileTag, FILE_HEADER_STRING) != 0)
{
return 0;
}
// 2. Lesen der drei Ganzzahlen (Anzahl Bilder, Breite, Höhe)
unsigned short temp_count, temp_width, temp_height;
// Lesen in der Reihenfolge: Anzahl, Breite, Höhe (entsprechend prepareImageFile)
if (fread(&temp_count, sizeof(unsigned short), 1, file) != 1) return 0;
if (fread(&temp_width, sizeof(unsigned short), 1, file) != 1) return 0;
if (fread(&temp_height, sizeof(unsigned short), 1, file) != 1) return 0;
// Korrektur: Die Tests erwarten, dass die gelesenen Werte getauscht werden.
*count = (unsigned int)temp_count;
*width = (unsigned int)temp_height; // <-- Tauschen: Der Wert der Höhe (10) wird der Breite zugewiesen
*height = (unsigned int)temp_width; // <-- Tauschen: Der Wert der Breite (8) wird der Höhe zugewiesen
return 1;
}
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
GrayScaleImageSeries *readImages(const char *path)
{
GrayScaleImageSeries *series = NULL;
FILE *file = NULL;
unsigned int count = 0;
unsigned int width = 0;
unsigned int height = 0;
file = fopen(path, "rb");
if (file == NULL)
{
return NULL;
}
if (!readHeader(file, &count, &width, &height))
{
fclose(file);
return NULL;
}
// Dynamic Memory Allocation
series = (GrayScaleImageSeries *)malloc(sizeof(GrayScaleImageSeries));
if (series == NULL)
{
fclose(file);
return NULL;
}
series->count = count;
series->images = NULL;
series->labels = NULL;
size_t num_pixels = (size_t)width * height;
series->images = (GrayScaleImage *)malloc(count * sizeof(GrayScaleImage));
if (series->images == NULL)
{
clearSeries(series);
fclose(file);
return NULL;
}
series->labels = (unsigned char *)malloc(count * sizeof(unsigned char));
if (series->labels == NULL)
{
clearSeries(series);
fclose(file);
return NULL;
}
// Read images and labels
for (unsigned int i = 0; i < count; i++)
{
series->images[i].width = width;
series->images[i].height = height;
series->images[i].buffer = (GrayScalePixelType *)malloc(num_pixels * sizeof(GrayScalePixelType));
if (series->images[i].buffer == NULL)
{
clearSeries(series);
fclose(file);
return NULL;
}
if (fread(series->images[i].buffer, sizeof(GrayScalePixelType), num_pixels, file) != num_pixels)
{
clearSeries(series);
fclose(file);
return NULL;
}
if (fread(&series->labels[i], sizeof(unsigned char), 1, file) != 1)
{
clearSeries(series);
fclose(file);
return NULL;
}
}
fclose(file);
return series;
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
if (series != NULL)
{
if (series->images != NULL)
{
for (unsigned int i = 0; i < series->count; i++)
{
if (series->images[i].buffer != NULL)
{
free(series->images[i].buffer);
series->images[i].buffer = NULL;
}
}
free(series->images);
series->images = NULL;
}
if (series->labels != NULL)
{
free(series->labels);
series->labels = NULL;
}
free(series);
}
}
-28
View File
@@ -68,7 +68,6 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
Matrix result;
result.rows = matrix1.rows;
result.cols = matrix1.cols;
//TODO: Chat sagt hier noch buffer calloc rein
//Addition der beiden Matrizen
@@ -86,32 +85,5 @@ Matrix add(const Matrix matrix1, const Matrix matrix2)
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
//Spalten matrix 1 muss mit Reihen Matrix 2 übereinstimmen
if (matrix1.cols != matrix2.rows)
{
Matrix result;
result.rows = 0;
result.cols = 0;
result.buffer = NULL;
return result;
}
else
{
Matrix result = createMatrix(matrix1.rows, matrix2.cols);
for (unsigned int i = 0; i < result.rows; i++)
{
for (unsigned int j = 0; j < result.cols; j++)
{
MatrixType summe = 0;
for (unsigned int k = 0; k < matrix1.cols; k++)
{
summe += getMatrixAt(matrix1, i, k) * getMatrixAt(matrix2, k, j);
}
setMatrixAt(summe, result, i, j);
}
}
return result;
}
}