diff --git a/Start_Linux/makefile b/Start_Linux/makefile
index 4921078..ad25ab2 100644
--- a/Start_Linux/makefile
+++ b/Start_Linux/makefile
@@ -1,12 +1,11 @@
 CC = gcc
-CFLAGS = -g -Wall -I$(raylibfolder)
+CFLAGS = -g -Wall
 LDFLAGS = -lGL -lX11 -lm
 BINARIES = ./linux
 
-raylib_folder = ./raylib
+raylibfolder = ./raylib
 unityfolder = ./unity
 
-
 # --------------------------
 # Initiales Programm bauen (zum ausprobieren)
 # --------------------------
@@ -17,7 +16,7 @@ mnist_initial: $(BINARIES)/libmnist_complete.a
 # Selbst implementiertes Programm bauen
 # --------------------------
 mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
-	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
 
 main.o: main.c
 	$(CC) -c $(CFLAGS) main.c
@@ -31,6 +30,9 @@ neuralNetwork.o: neuralNetwork.c
 imageInput.o: imageInput.c
 	$(CC) -c $(CFLAGS) imageInput.c
 
+mnistVisualization.o: mnistVisualization.c
+	$(CC) -c $(CFLAGS) -I$(raylibfolder) imageInput.c
+
 # --------------------------
 # Unit Tests
 # --------------------------
diff --git a/Start_Mac/macos-x64/libmnist_complete.a b/Start_Mac/macos-x86_64/libmnist_complete.a
similarity index 100%
rename from Start_Mac/macos-x64/libmnist_complete.a
rename to Start_Mac/macos-x86_64/libmnist_complete.a
diff --git a/Start_Mac/macos-x64/libraylib.a b/Start_Mac/macos-x86_64/libraylib.a
similarity index 100%
rename from Start_Mac/macos-x64/libraylib.a
rename to Start_Mac/macos-x86_64/libraylib.a
diff --git a/Start_Mac/macos-x64/libunity.a b/Start_Mac/macos-x86_64/libunity.a
similarity index 100%
rename from Start_Mac/macos-x64/libunity.a
rename to Start_Mac/macos-x86_64/libunity.a
diff --git a/Start_Mac/makefile b/Start_Mac/makefile
index 68d788c..11b34ab 100644
--- a/Start_Mac/makefile
+++ b/Start_Mac/makefile
@@ -4,7 +4,7 @@ LDFLAGS = -framework OpenGL -framework CoreFoundation -framework CoreGraphics -f
 ARCH := $(shell uname -m)
 BINARIES = ./macos-$(ARCH)
 
-raylib_folder = ./raylib
+raylibfolder = ./raylib
 unityfolder = ./unity
 
 # --------------------------
@@ -17,7 +17,7 @@ mnist_initial: $(BINARIES)/libmnist_complete.a
 # Selbst implementiertes Programm bauen
 # --------------------------
 mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
-	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
 
 main.o: main.c
 	$(CC) -c $(CFLAGS) main.c
@@ -31,6 +31,9 @@ neuralNetwork.o: neuralNetwork.c
 imageInput.o: imageInput.c
 	$(CC) -c $(CFLAGS) imageInput.c
 
+mnistVisualization.o: mnistVisualization.c
+	$(CC) -c $(CFLAGS) -I$(raylibfolder) imageInput.c
+
 # --------------------------
 # Unit Tests
 # --------------------------
diff --git a/Start_Windows/makefile b/Start_Windows/makefile
index 62c915e..166891e 100644
--- a/Start_Windows/makefile
+++ b/Start_Windows/makefile
@@ -1,9 +1,9 @@
 CC = gcc
-CFLAGS = -g -Wall -I$(raylibfolder)
+CFLAGS = -g -Wall
 LDFLAGS = -lopengl32 -lgdi32 -lwinmm
 BINARIES = ./windows
 
-raylib_folder = ./raylib
+raylibfolder = ./raylib
 unityfolder = ./unity
 
 # --------------------------
@@ -16,7 +16,7 @@ mnist_initial: $(BINARIES)/libmnist_complete.a
 # Selbst implementiertes Programm bauen
 # --------------------------
 mnist: main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a
-	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o $(BINARIES)/libraylib.a ${LDFLAGS}
+	$(CC) $(CFLAGS) -I$(raylibfolder) -o mnist main.o matrix.o neuralNetwork.o imageInput.o mnistVisualization.o $(BINARIES)/libraylib.a ${LDFLAGS}
 
 main.o: main.c
 	$(CC) -c $(CFLAGS) main.c
@@ -30,6 +30,9 @@ neuralNetwork.o: neuralNetwork.c
 imageInput.o: imageInput.c
 	$(CC) -c $(CFLAGS) imageInput.c
 
+mnistVisualization.o: mnistVisualization.c
+	$(CC) -c $(CFLAGS) -I$(raylibfolder) imageInput.c
+
 # --------------------------
 # Unit Tests
 # --------------------------
@@ -46,5 +49,5 @@ imageInputTests: imageInput.o imageInputTests.c
 # Clean
 # --------------------------
 clean:
-	del /f *.o mnist runMatrixTests runNeuralNetworkTests runImageInputTests
+	del /f *.o *.exe
 
diff --git a/Start_Windows/mnist_initial b/Start_Windows/mnist_initial
deleted file mode 100755
index 5c08571..0000000
Binary files a/Start_Windows/mnist_initial and /dev/null differ