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8 Commits

Author SHA1 Message Date
LukVal54
bf36733274 neuralNetworkTests 2025-11-28 08:04:50 +01:00
LukVal54
5dfce43fa1 Anton stuff auf mein branch 2025-11-27 15:45:02 +01:00
LukVal54
42aa64d260 matrix.h ein ifndef weniger 2025-11-27 15:35:58 +01:00
LukVal54
30b5586a1f Haruns Sachen auf meinen branch zum testen 2025-11-27 15:35:15 +01:00
LukVal54
432e6f9513 clearSeries implementiert 2025-11-17 18:52:31 +01:00
LukVal54
3e3254ed38 Read image Data und readimages implementiert 2025-11-17 16:29:28 +01:00
LukVal54
f7aafbb596 read Width, Height, Count implementiert. Ausgelesen wird in UNSIGNED SHORT!! 2025-11-17 15:41:32 +01:00
LukVal54
793f92202d openFilecheckheader implementiert 2025-11-17 14:36:08 +01:00
21 changed files with 219 additions and 670 deletions

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<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_METHOD/@EntryValue" value="true" type="bool" />
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<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BETWEEN_CLOSING_ANGLE_BRACKETS_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_DECLARATION_PARENTHESES/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_BLOCKS/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_RPAR/@EntryValue" value="false" type="bool" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_ARGUMENTS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_PARAMETERS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BREAK_TEMPLATE_DECLARATION/@EntryValue" value="LINE_BREAK" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/FREE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
<option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INVOCABLE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
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13
.idea/misc.xml generated
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@ -1,13 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ExternalStorageConfigurationManager" enabled="true" />
<component name="MakefileSettings">
<option name="linkedExternalProjectsSettings">
<MakefileProjectSettings>
<option name="externalProjectPath" value="$PROJECT_DIR$" />
<option name="version" value="2" />
</MakefileProjectSettings>
</option>
</component>
<component name="MakefileWorkspace" PROJECT_DIR="$PROJECT_DIR$" />
</project>

6
.idea/vcs.xml generated
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@ -1,6 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="VcsDirectoryMappings">
<mapping directory="" vcs="Git" />
</component>
</project>

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@ -7,16 +7,217 @@
#define FILE_HEADER_STRING "__info2_image_file_format__"
// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
static FILE* openFileCheckHeader(const char *path)
{
FILE *fp = NULL;
fp = fopen(path, "rb");
if(fp == NULL)
return NULL;
char headerbuffer[BUFFER_SIZE];
size_t headerlength = strlen(FILE_HEADER_STRING);
if((fread(headerbuffer, sizeof(char), headerlength, fp)) != headerlength)
{
fclose(fp);
return NULL;
}
if(strncmp(FILE_HEADER_STRING, headerbuffer, headerlength) != 0)
{
fclose(fp);
return NULL;
}
return fp;
}
//Oeffnet die Datei. 2. liest aus Datei headerlaenge laenge aus speichert in array vergleicht mit gewolltem header.
///Gibt bei Erfolg (header laenge richtig, richtiger header) den FILE* Zeiger zurück welcher nun gespeichert hat
///dass nun der header Teil gelesen wurde und somit die nächste Funktion ab dieser Stelle weiter liest.
///NULL, wenn falscher header.
// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
static int readWidthHeightCount(FILE *fp, unsigned int *count, unsigned int *width, unsigned int *height)
{
unsigned short count_s;
unsigned short width_s;
unsigned short height_s;
if(fread(&count_s, sizeof(unsigned short), 1, fp) != 1)
{
return -1;
}
if(fread(&width_s, sizeof(unsigned short), 1, fp) != 1)
{
return -1;
}
if(fread(&height_s, sizeof(unsigned short), 1, fp) != 1)
{
return -1;
}
*count = (unsigned int)count_s;
*width = (unsigned int)width_s;
*height = (unsigned int)height_s;
return 0;
}
static GrayScaleImageSeries* allocateSeries(unsigned int count)
{
// 1. Speicher reservieren für Hauptstruktur. Speicheradresse dieses Speicherbereichs einem Strukt ptr zuweisen
GrayScaleImageSeries *series = malloc(sizeof(GrayScaleImageSeries));
// 2. Prüfen, ob Speicherreservierung nicht funktioniert hat
if (series == NULL) {
return NULL;//Wir müssen nichts freen, da wir keinen Speicherplatz reservieren konnten! Gibt nix zu freen
}
// 3. Initialiseren der Struktur.
series->count = count;
series->images = NULL;
series->labels = NULL;
// 4. Speicher reservieren für images Struktur array
series->images = malloc(count * sizeof(GrayScaleImage));//Startadresse des images Array wird in die series gespeichert
// 5. Prüfen, ob das images-Array nicht reserviert werden konnte
if (series->images == NULL) {
// Fehler! Rufen wir clearSeries auf, um aufzuräumen, was wir
// bisher haben (nur die 'series'-Struktur selbst).
clearSeries(series);//zu implementieren
return NULL;
}
// 6. WICHTIG: Alle "buffer"-Zeiger in den "Seiten" initialisieren
// Das ist der "sichere" Zustand für den nächsten Schritt.
for (unsigned int i = 0; i < count; i++) {
series->images[i].buffer = NULL;
}
// 7. "malloc" für das "labels"-Array
series->labels = malloc(count * sizeof(unsigned char));
// 8. Prüfen, ob das "labels"-Array reserviert werden konnte
if (series->labels == NULL) {
// Fehler! clearSeries räumt jetzt die 'series'-Struktur
// UND das 'images'-Array auf.
clearSeries(series);
return NULL;
}
// 9. Erfolg! Alle Container sind reserviert.
return series;
}
/**
* Liest die Pixel-Daten und Labels für alle Bilder in die vorreservierte Serie.
* Reserviert den Speicher für jeden einzelnen Pixel-Buffer.
*
* @param fp Der geöffnete und bereits "vorgespulte" Datei-Zeiger.
* @param series Die vorreservierte Serie (Hülle, images-Array, labels-Array).
* @param width Die Breite, die jedes Bild hat.
* @param height Die Höhe, die jedes Bild hat.
* @return 0 bei Erfolg, -1 bei einem Speicher- oder Lesefehler.
*/
static int readImageData(FILE *fp, GrayScaleImageSeries *series, unsigned int width, unsigned int height)
{
// 1. Berechne die Anzahl der Pixel pro Bild (mach das nur einmal)
const unsigned int numPixels = width * height;
// 2. Gehe in einer Schleife durch jedes Bild (von 0 bis count-1)
for (unsigned int i = 0; i < series->count; i++) {
// 3. Setze die Metadaten für das aktuelle Bild
series->images[i].width = width;
series->images[i].height = height;
// 4. "malloc" für den Pixel-Buffer DIESES EINEN Bildes
series->images[i].buffer = malloc(numPixels * sizeof(GrayScalePixelType));
// 5. Prüfe auf Speicherfehler
if (series->images[i].buffer == NULL) {
// Fehler! Es gibt nicht genug Speicher.
// Gib -1 zurück. Der "Chef" (readImages) muss clearSeries aufrufen.
return -1;
}
// 6. Lies die Pixel-Daten aus der Datei in den neuen Buffer
// Wir wollen 'numPixels' Blöcke lesen, die 'sizeof(GrayScalePixelType)' groß sind
if (fread(series->images[i].buffer, sizeof(GrayScalePixelType), numPixels, fp) != numPixels) {
// Fehler! Konnte nicht die erwartete Anzahl an Pixeln lesen.
// (z.B. Datei endet zu früh)
return -1;
}
// 7. Lies das Label für dieses Bild aus der Datei
// Wir wollen 1 Block lesen, der 'sizeof(unsigned char)' groß ist
if (fread(&series->labels[i], sizeof(unsigned char), 1, fp) != 1) {
// Fehler! Konnte das Label nicht lesen.
return -1;
}
} // Die Schleife geht zum nächsten Bild (i++)
// 8. Wenn die Schleife komplett durchläuft, war alles erfolgreich.
return 0;
}
/*
readWidthHeightCount: liest die drei unsigned shorts ein, welche Hoehe, Breite und Anzahl sind. (SHORT!!)
unsigned shorts werden zeigern übergeben, welche werte in unsigned int abspeichern.
*/
GrayScaleImageSeries *readImages(const char *path)
{
// --- Vorbereitung ---
// Wir brauchen Variablen, um die Ergebnisse der Helfer zu speichern
FILE *fp = NULL;
GrayScaleImageSeries *series = NULL;
return series;
unsigned int count = 0, width = 0, height = 0;
// --- Schritt 1: Datei öffnen und Header prüfen ---
fp = openFileCheckHeader(path);
if (fp == NULL) {
fprintf(stderr, "Fehler: Datei konnte nicht geöffnet oder validiert werden.\n");
return NULL; // Kein Aufräumen nötig, da nichts reserviert/geöffnet wurde
}
// --- Schritt 2: Metadaten (count, width, height) lesen ---
if (readWidthHeightCount(fp, &count, &width, &height) != 0) {
fprintf(stderr, "Fehler: Metadaten konnten nicht gelesen werden.\n");
fclose(fp); // Aufräumen: Datei schließen
return NULL;
}
// --- Schritt 3: Speicher-Gerüst reservieren ---
series = allocateSeries(count);
if (series == NULL) {
fprintf(stderr, "Fehler: Speicher konnte nicht reserviert werden.\n");
fclose(fp); // Aufräumen: Datei schließen
return NULL;
}
// --- Schritt 4: Daten (Pixel & Labels) einlesen ---
if (readImageData(fp, series, width, height) != 0) {
fprintf(stderr, "Fehler: Bilddaten konnten nicht gelesen werden.\n");
clearSeries(series); // Aufräumen: Speicher freigeben
fclose(fp); // Aufräumen: Datei schließen
return NULL;
}
// --- Erfolg! ---
// Alle Schritte waren erfolgreich.
fclose(fp); // Datei schließen (wichtiger letzter Schritt)
return series; // Den Zeiger auf die fertige Datenstruktur zurückgeben
}
// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
void clearSeries(GrayScaleImageSeries *series)
{
//von innen nach außen freen
if(series == NULL)
{
return;//beendet Funktion. Fall series == NULL würde das ausführen der folgenden zu einem segmentation fault führen.
}
if(series->images != NULL)
{
for(unsigned int i = 0; i < series->count; i++)
{
if(series->images[i].buffer != NULL)
free(series->images[i].buffer);
}
free(series->images);
}
if(series->labels != NULL)
free(series->labels);
free(series);
}

View File

@ -5,19 +5,19 @@ typedef unsigned char GrayScalePixelType;
typedef struct
{
GrayScalePixelType *buffer;
GrayScalePixelType *buffer; //char Array mit 0 -255 als zahlenwert.
unsigned int width;
unsigned int height;
} GrayScaleImage;
unsigned int height; //Breite und Höhe eines Bildes
} GrayScaleImage;//ein Bild
typedef struct
{
GrayScaleImage *images;
unsigned char *labels;
unsigned int count;
} GrayScaleImageSeries;
GrayScaleImage *images;//array von Bildern mit jeweiligen Werten
unsigned char *labels;//array von Labeln zu jeweiligem Bild
unsigned int count;//Anzahl der Bilder
} GrayScaleImageSeries;//alle Bilder, also eine Bilderserie
GrayScaleImageSeries *readImages(const char *path);
void clearSeries(GrayScaleImageSeries *series);
void clearSeries(GrayScaleImageSeries *series);//Zeiger auf die Bilderserie als arg
#endif

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imageInput.o Normal file

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@ -156,4 +156,5 @@ Matrix multiply(const Matrix matrix1, const Matrix matrix2)
}
return result;
}
}

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matrix.o

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@ -23,4 +23,4 @@ NeuralNetwork loadModel(const char *path);
unsigned char *predict(const NeuralNetwork model, const GrayScaleImage images[], unsigned int numberOfImages);
void clearModel(NeuralNetwork *model);
#endif
#endif

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@ -2,10 +2,11 @@
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include "unity/unity.h"
#include "unity.h"
#include "neuralNetwork.h"
static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
{
//öffnet die Datei in Binär zum schreiben
@ -44,6 +45,7 @@ static void prepareNeuralNetworkFile(const char *path, const NeuralNetwork nn)
}
void test_loadModelReturnsCorrectNumberOfLayers(void)
{
const char *path = "some__nn_test_file.info2";
@ -250,9 +252,11 @@ void test_predictReturnsCorrectLabels(void)
}
void setUp(void) {
// Falls notwendig, kann hier Vorbereitungsarbeit gemacht werden
}
void tearDown(void) {
// Hier kann Bereinigungsarbeit nach jedem Test durchgeführt werden
}
int main()

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runImageInputTests Executable file

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@ -1,20 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple Computer//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>CFBundleDevelopmentRegion</key>
<string>English</string>
<key>CFBundleIdentifier</key>
<string>com.apple.xcode.dsym.runMatrixTests</string>
<key>CFBundleInfoDictionaryVersion</key>
<string>6.0</string>
<key>CFBundlePackageType</key>
<string>dSYM</string>
<key>CFBundleSignature</key>
<string>????</string>
<key>CFBundleShortVersionString</key>
<string>1.0</string>
<key>CFBundleVersion</key>
<string>1</string>
</dict>
</plist>

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@ -1,5 +0,0 @@
---
triple: 'arm64-apple-darwin'
binary-path: runMatrixTests
relocations: []
...

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@ -1,20 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple Computer//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
<key>CFBundleDevelopmentRegion</key>
<string>English</string>
<key>CFBundleIdentifier</key>
<string>com.apple.xcode.dsym.runNeuralNetworkTests</string>
<key>CFBundleInfoDictionaryVersion</key>
<string>6.0</string>
<key>CFBundlePackageType</key>
<string>dSYM</string>
<key>CFBundleSignature</key>
<string>????</string>
<key>CFBundleShortVersionString</key>
<string>1.0</string>
<key>CFBundleVersion</key>
<string>1</string>
</dict>
</plist>

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@ -1,5 +0,0 @@
---
triple: 'arm64-apple-darwin'
binary-path: runNeuralNetworkTests
relocations: []
...