Compare commits
7
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
f68e92f429 | ||
|
|
12359f3ac5 | ||
|
|
3ca24ebdb7 | ||
|
|
e3d9f2d741 | ||
|
|
d17f495f98 | ||
|
|
49f7de9dc1 | ||
|
|
580e8d4296 |
@@ -6,17 +6,101 @@
|
|||||||
#define BUFFER_SIZE 100
|
#define BUFFER_SIZE 100
|
||||||
#define FILE_HEADER_STRING "__info2_image_file_format__"
|
#define FILE_HEADER_STRING "__info2_image_file_format__"
|
||||||
|
|
||||||
|
// Funktionen müssen noch auf Teilfunktionen
|
||||||
|
// übersichtlich aufgeteilt werden!
|
||||||
|
|
||||||
// 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
|
||||||
|
|
||||||
|
|
||||||
|
int readStatusInfo(FILE **source, char *const headerString, int *const imageCount, int *const imageWidth, int *const imageHeight, int const amountToRead);
|
||||||
|
|
||||||
|
|
||||||
// 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)
|
||||||
{
|
{
|
||||||
GrayScaleImageSeries *series = NULL;
|
GrayScaleImageSeries *series = NULL;
|
||||||
|
|
||||||
|
// selbst geschriebene Variablen
|
||||||
|
FILE *readSource;
|
||||||
|
int i = 0;
|
||||||
|
unsigned int numberOfBytesToRead = 0;
|
||||||
|
const unsigned int amountOfStatusInfoToRead = 1;
|
||||||
|
char headerString[sizeof("__info2_image_file_format__")];
|
||||||
|
|
||||||
|
|
||||||
|
readSource = fopen(path, "rb");
|
||||||
|
|
||||||
|
if (readSource != NULL)
|
||||||
|
{
|
||||||
|
|
||||||
|
numberOfBytesToRead = readStatusInfo(&readSource, headerString, &series->count, &series->images->width, &series->images->height, amountOfStatusInfoToRead);
|
||||||
|
|
||||||
|
// bufferspeicher anlegen der unsigned char pointer
|
||||||
|
// mit anzahl der pixel als größe ist um dann
|
||||||
|
// grauwerte in diesen buffer zu schreiben
|
||||||
|
// (grayscale pixeltype in grayscale image series)
|
||||||
|
series->images->buffer = calloc((series->count) * numberOfBytesToRead, sizeof(GrayScalePixelType));
|
||||||
|
// zusätzlich auch speicher anlegen der für die labels da ist
|
||||||
|
series->labels = calloc((series->count), sizeof(&(series->labels)));
|
||||||
|
// AB HIER Schleife die für
|
||||||
|
// anzahl der Bilder je die Bytes und das Label einließt
|
||||||
|
for (i = 0; i <= (series->count); i++)
|
||||||
|
{
|
||||||
|
fread((series->images->buffer + i * numberOfBytesToRead), sizeof(&(series->images->buffer)), numberOfBytesToRead, readSource);
|
||||||
|
fread((series->labels + i), sizeof(&(series->labels)), amountOfStatusInfoToRead, readSource);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fclose(readSource);
|
||||||
|
|
||||||
|
|
||||||
return series;
|
return series;
|
||||||
}
|
}
|
||||||
|
|
||||||
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
|
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
|
||||||
void clearSeries(GrayScaleImageSeries *series)
|
void clearSeries(GrayScaleImageSeries *series)
|
||||||
{
|
{
|
||||||
|
int i = 0;
|
||||||
|
|
||||||
|
|
||||||
|
// Write NULL into all memory spaces
|
||||||
|
for (i = 0; i < ((series->count) * (series->images->width) * (series->images->height)); i++)
|
||||||
|
{
|
||||||
|
*(series->images->buffer + i * (series->images->width) * (series->images->height)) = '\0';
|
||||||
|
}
|
||||||
|
for (i = 0; i < (series->count); i++)
|
||||||
|
{
|
||||||
|
*(series->labels + i) = '\0';
|
||||||
|
}
|
||||||
|
series->count = 0;
|
||||||
|
series->images->width = 0;
|
||||||
|
series->images->height = 0;
|
||||||
|
|
||||||
|
// Closse all allocated memory
|
||||||
|
// AND write NULL into every pointer
|
||||||
|
// so they can't be accessed
|
||||||
|
free(series->images->buffer);
|
||||||
|
free(series->labels);
|
||||||
|
series->images->buffer = NULL;
|
||||||
|
series->images = NULL;
|
||||||
|
series->labels = NULL;
|
||||||
|
free(series);
|
||||||
|
series = NULL;
|
||||||
|
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
// reads string, pictureCount, pictureWidth, pictureHight
|
||||||
|
int readStatusInfo(FILE **source, char *const headerString, int *const imageCount, int *const imageWidth, int *const imageHeight, int const amountToRead)
|
||||||
|
{
|
||||||
|
int bytesToRead = 0;
|
||||||
|
|
||||||
|
fread(headerString, sizeof(*headerString), amountToRead, *source);
|
||||||
|
fread(imageCount, sizeof(*imageCount), amountToRead, *source);
|
||||||
|
fread(imageWidth, sizeof(*imageWidth), amountToRead, *source);
|
||||||
|
fread(imageHeight, sizeof(*imageHeight), amountToRead, *source);
|
||||||
|
|
||||||
|
bytesToRead = (*imageWidth) * (*imageHeight);
|
||||||
|
|
||||||
|
return bytesToRead;
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -6,122 +6,30 @@
|
|||||||
|
|
||||||
Matrix createMatrix(unsigned int rows, unsigned int cols)
|
Matrix createMatrix(unsigned int rows, unsigned int cols)
|
||||||
{
|
{
|
||||||
Matrix matrix;
|
|
||||||
|
|
||||||
matrix.rows = rows;
|
|
||||||
matrix.cols = cols;
|
|
||||||
matrix.buffer = malloc(rows * cols * sizeof(float));
|
|
||||||
|
|
||||||
if(matrix.buffer == NULL)
|
|
||||||
{
|
|
||||||
printf("Fehler bei der Speicherreservierung! Keine Matrix erstellt!");
|
|
||||||
matrix.rows = 0;
|
|
||||||
matrix.cols = 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
return matrix;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
void clearMatrix(Matrix *matrix)
|
void clearMatrix(Matrix *matrix)
|
||||||
{
|
{
|
||||||
free(matrix.buffer);
|
|
||||||
|
|
||||||
matrix->buffer = NULL;
|
|
||||||
matrix->rows = 0;
|
|
||||||
matrix->cols = 0;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
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(matrix->buffer == NULL)
|
|
||||||
{
|
|
||||||
printf("Fehler beim Setzen! Matrix nicht initialisiert");
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
if(rowIdx >= matrix->rows || colIdx >= matrix->cols)
|
|
||||||
{
|
|
||||||
printf("Ungueltige Indizes beim Setzen!\n");
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
matrix->buffer[rowIdx * matrix->cols + colIdx] = value;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
|
MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
|
||||||
{
|
{
|
||||||
if(matrix.buffer == NULL)
|
|
||||||
{
|
|
||||||
printf("Fehler beim Lesen! Matrix nicht initialisiert");
|
|
||||||
return 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
if(rowIdx >= matrix.rows || colIdx >= matrix.cols)
|
|
||||||
{
|
|
||||||
printf("Ungueltige Indizes beim Lesen!\n");
|
|
||||||
return 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
return matrix.buffer[rowIdx * matrix.cols + colIdx];
|
|
||||||
}
|
}
|
||||||
|
|
||||||
Matrix add(const Matrix matrix1, const Matrix matrix2)
|
Matrix add(const Matrix matrix1, const Matrix matrix2)
|
||||||
{
|
{
|
||||||
if((matrix1.rows != matrix2.rows) || (matrix1.cols != matrix2.cols))
|
|
||||||
{
|
|
||||||
printf("Fehler bei Addition: Matrix Dimensionen passen nicht ueberein!\n");
|
|
||||||
Matrix empty = {0, 0, NULL};
|
|
||||||
return empty;
|
|
||||||
}
|
|
||||||
|
|
||||||
float matrix1Wert = 0;
|
|
||||||
float matrix2Wert = 0;
|
|
||||||
float summe = 0;
|
|
||||||
|
|
||||||
Matrix ergebnisMatrix = createMatrix(matrix1.rows, matrix1.cols);
|
|
||||||
|
|
||||||
for(int row = 0; row < ergebnisMatrix.rows; row++)
|
|
||||||
{
|
|
||||||
for(int col = 0; col < ergebnisMatrix.cols; col++)
|
|
||||||
{
|
|
||||||
matrix1Wert = getMatrixAt(matrix1, row, col);
|
|
||||||
matrix2Wert = getMatrixAt(matrix2, row, col);
|
|
||||||
summe = matrix1Wert + matrix2Wert;
|
|
||||||
|
|
||||||
setMatrixAt(summe, &ergebnisMatrix, row, col);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
return ergebnisMatrix;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
|
Matrix multiply(const Matrix matrix1, const Matrix matrix2)
|
||||||
{
|
{
|
||||||
if(matrix1.cols != matrix2.rows)
|
|
||||||
{
|
|
||||||
printf("Fehler bei Multiplikation: Matrix Dimensionen passen nicht ueberein!\n");
|
|
||||||
Matrix empty = {0, 0, NULL};
|
|
||||||
return empty;
|
|
||||||
}
|
|
||||||
|
|
||||||
float erg = 0;
|
|
||||||
|
|
||||||
Matrix ergebnisMatrix = createMatrix(matrix1.rows, matrix2.cols);
|
|
||||||
|
|
||||||
for(int row = 0; row < ergebnisMatrix.rows; row++)
|
|
||||||
{
|
|
||||||
for(int col = 0; col < ergebnisMatrix.cols; col++)
|
|
||||||
{
|
|
||||||
erg = 0;
|
|
||||||
|
|
||||||
for(int k = 0; k < matrix1.cols; k++)
|
|
||||||
{
|
|
||||||
erg += getMatrixAt(matrix1, row, k) * getMatrixAt(matrix2, k, col);
|
|
||||||
}
|
|
||||||
|
|
||||||
setMatrixAt(erg, &ergebnisMatrix, row, col);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
return ergebnisMatrix;
|
|
||||||
}
|
}
|
||||||
@@ -6,12 +6,7 @@
|
|||||||
typedef float MatrixType;
|
typedef float MatrixType;
|
||||||
|
|
||||||
// TODO Matrixtyp definieren
|
// TODO Matrixtyp definieren
|
||||||
typedef struct
|
|
||||||
{
|
|
||||||
int rows;
|
|
||||||
int cols;
|
|
||||||
float *buffer;
|
|
||||||
} Matrix;
|
|
||||||
|
|
||||||
Matrix createMatrix(unsigned int rows, unsigned int cols);
|
Matrix createMatrix(unsigned int rows, unsigned int cols);
|
||||||
void clearMatrix(Matrix *matrix);
|
void clearMatrix(Matrix *matrix);
|
||||||
|
|||||||
+1
-1
@@ -164,7 +164,7 @@ void test_setMatrixAtFailsOnIndicesOutOfRange(void)
|
|||||||
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
|
Matrix matrixToTest = {.rows=2, .cols=3, .buffer=buffer};
|
||||||
|
|
||||||
setMatrixAt(-1, matrixToTest, 2, 3);
|
setMatrixAt(-1, matrixToTest, 2, 3);
|
||||||
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, sizeof(buffer)/sizeof(MatrixType));
|
TEST_ASSERT_EQUAL_FLOAT_ARRAY(expectedResults, matrixToTest.buffer, matrixToTest.cols * matrixToTest.rows);
|
||||||
}
|
}
|
||||||
|
|
||||||
void setUp(void) {
|
void setUp(void) {
|
||||||
|
|||||||
@@ -5,45 +5,10 @@
|
|||||||
#include "unity.h"
|
#include "unity.h"
|
||||||
#include "neuralNetwork.h"
|
#include "neuralNetwork.h"
|
||||||
|
|
||||||
#define FILE_HEADER_STRING "__info2_neural_network_file_format__"
|
|
||||||
|
|
||||||
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
|
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
|
||||||
{
|
{
|
||||||
// TODO
|
// TODO
|
||||||
|
|
||||||
FILE *f = fopen(path, "wb");
|
|
||||||
if (!f) return;
|
|
||||||
|
|
||||||
fwrite(FILE_HEADER_STRING, sizeof(char), strlen(FILE_HEADER_STRING), f);
|
|
||||||
|
|
||||||
int inputDim = nn.layers[0].weights.cols;
|
|
||||||
int outputDim = nn.layers[0].weights.rows;
|
|
||||||
|
|
||||||
fwrite(&inputDim, sizeof(int), 1, f);
|
|
||||||
fwrite(&outputDim, sizeof(int), 1, f);
|
|
||||||
|
|
||||||
for (int i = 0; i < nn.numberOfLayers; i++)
|
|
||||||
{
|
|
||||||
Matrix weights = nn.layers[i].weights;
|
|
||||||
Matrix biases = nn.layers[i].biases;
|
|
||||||
|
|
||||||
int numWeightValues = weights.rows * weights.cols;
|
|
||||||
int numBiasValues = biases.rows * biases.cols;
|
|
||||||
|
|
||||||
fwrite(weights.buffer, sizeof(MatrixType), numWeightValues, f);
|
|
||||||
fwrite(biases.buffer, sizeof(MatrixType), numBiasValues, f);
|
|
||||||
|
|
||||||
if (i < nn.numberOfLayers - 1)
|
|
||||||
{
|
|
||||||
int nextOutputDim = nn.layers[i + 1].weights.rows;
|
|
||||||
fwrite(&nextOutputDim, sizeof(int), 1, f);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
int endMarker = 0;
|
|
||||||
fwrite(&endMarker, sizeof(int), 1, f);
|
|
||||||
|
|
||||||
fclose(f);
|
|
||||||
}
|
}
|
||||||
|
|
||||||
void test_loadModelReturnsCorrectNumberOfLayers(void)
|
void test_loadModelReturnsCorrectNumberOfLayers(void)
|
||||||
|
|||||||
Reference in New Issue
Block a user