Rm GUI / Add cmd line intf

.gitignore

@@ -0,0 +1 @@
+.vscode

Generate-data/generate-data.py

@@ -1,24 +0,0 @@
-from PIL import Image
-from PIL import ImageFont
-from PIL import ImageDraw
-import os
-
-L = ['ACaslonPro-Regular.otf','AdobeArabic-Regular.otf','AdobeDevanagari-Regular.otf', 'AdobeFangsongStd-Regular.otf','AdobeHebrew-Regular.otf', 'AdobeHeitiStd-Regular.otf', 'AdobeKaitiStd-Regular.otf', 'AdobeMyungjoStd-Medium.otf', 'AdobeNaskh-Medium.otf','AGaramondPro-Regular.otf', 'arial.ttf', 'arialbd.ttf', 'bahnschrift.ttf', 'calibri.ttf', 'calibrib.ttf', 'cambria.ttc', 'cambriab.ttf', 'Candara.ttf', 'Candarab.ttf', 'ChaparralPro-Bold.otf', 'ChaparralPro-Regular.otf', 'consola.ttf', 'consolab.ttf', 'CooperBlackStd.otf', 'corbel.ttf', 'corbelb.ttf', 'ebrima.ttf', 'ebrimabd.ttf', 'framdit.ttf', 'Gabriola.ttf', 'georgia.ttf', 'georgiab.ttf',
-'himalaya.ttf', 'HoboStd.otf',  
-'Nirmala.ttf', 'NirmalaB.ttf','ntailu.ttf', 'ntailub.ttf', 'NuevaStd-Bold.otf',
-'pala.ttf', 'palab.ttf', 'phagspa.ttf', 'phagspab.ttf',
-'tahoma.ttf', 'tahomabd.ttf', 'taile.ttf', 'taileb.ttf', 'times.ttf', 'timesbd.ttf', 'trebuc.ttf', 'trebucbd.ttf', 'verdana.ttf', 'verdanab.ttf']
-
-letter = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789.,'"
-os.chdir (os.path.dirname(os.path.dirname(__file__)) + '/src/Dataset')
-
-lon_font = len(L)
-lon_char = len(letter)
-
-for j in range(lon_char):
-    for i in range(lon_font):
-        font = ImageFont.truetype(L[i], 24)
-        img = Image.new('RGB', (32, 32), color = 'white')
-        draw = ImageDraw.Draw(img)
-        draw.text((0, 0),letter[j],(0,0,0),font=font)
-        img.save('image-' + str(j) + "-" + str(i + 1) + '.bmp', 'bmp')

Makefile

@@ -1,59 +1,34 @@
 CC=gcc
 CPPFLAGS= -MMD `pkg-config --cflags gtk+-3.0`
 CFLAGS= -Wall -Wextra -std=c99 -g -D_XOPEN_SOURCE=600
-LDLIBS= `pkg-config --libs gtk+-3.0` -lSDL2 -lm -rdynamic
+LDLIBS= `pkg-config --libs gtk+-3.0` -lSDL2 -lm -rdynamic -Isrc
 EXEC= OCR
 
+SRC= src/ocr.c \
+	 src/image_treatment/segmentation/segmentation.c \
+	 src/image_treatment/filter/cleanerimage.c \
+	 src/image_treatment/tools/tools.c \
+	 src/image_treatment/display.c \
+	 src/image_treatment/extraction/extraction.c \
+	 src/image_treatment/extraction/extractchar.c \
+	 src/neural_network/structure.c \
+	 src/neural_network/training.c \
+	 src/neural_network/toolsnetworks.c \
+	 src/neural_network/traitement.c \
+	 src/neural_network/load.c \
+	 src/tools/arg_parse.c \
+
 
 all: $(EXEC)
 
+test_train:
+	./OCR --train --save-weight=test_train.txt
 
-OCR: main.o segmentation.o cleanerimage.o tools.o display.o extraction.o extractchar.o structure.o training.o toolsnetworks.o traitement.o Load.o
+test_rec: OCR
-	$(CC) -o OCR main.o segmentation.o cleanerimage.o tools.o display.o extraction.o extractchar.o structure.o training.o toolsnetworks.o Load.o traitement.o $(LDLIBS)
+	./OCR --input-file misc/test_images/test_image.bmp --load-weight misc/nnweight/nnweight.txt
-	rm -rf *.o *.d
 
-
+OCR: $(SRC)
-main.o: main.c
+	$(CC) $(SRC) -o OCR $(CFLAGS) $(CPPFLAGS) $(LDLIBS)	
-	$(CC) -o main.o -c main.c $(CFLAGS) $(CPPFLAGS)
-
-segmentation.o: ImageTreatment/Segmentation/segmentation.c
-	$(CC) -o segmentation.o -c ImageTreatment/Segmentation/segmentation.c $(CFLAGS) $(CPPFLAGS)
-
-cleanerimage.o: ImageTreatment/Filter/cleanerimage.c
-	$(CC) -o cleanerimage.o -c ImageTreatment/Filter/cleanerimage.c $(CFLAGS) $(CPPFLAGS)
-
-tools.o: ImageTreatment/Tools/tools.c
-	$(CC) -o tools.o -c ImageTreatment/Tools/tools.c $(CFLAGS) $(CPPFLAGS) -lm
-
-display.o: ImageTreatment/display.c
-	$(CC) -o display.o -c ImageTreatment/display.c $(CFLAGS) $(CPPFLAGS)
-
-extraction.o: ImageTreatment/extraction/extraction.c
-	$(CC) -o extraction.o -c ImageTreatment/extraction/extraction.c $(CFLAGS) $(CPPFLAGS)
-
-extractchar.o: ImageTreatment/extraction/extractchar.c
-	$(CC) -o extractchar.o -c ImageTreatment/extraction/extractchar.c $(CFLAGS) $(CPPFLAGS)
-
-structure.o: NeuralNetwork/structure.c
-	$(CC) -o structure.o -c NeuralNetwork/structure.c $(CFLAGS) $(CPPFLAGS)
-
-training.o: NeuralNetwork/training.c
-	$(CC) -o training.o -c NeuralNetwork/training.c $(CFLAGS) $(CPPFLAGS)
-
-toolsnetworks.o: NeuralNetwork/toolsnetworks.c
-	$(CC) -o toolsnetworks.o -c NeuralNetwork/toolsnetworks.c $(CFLAGS) $(CPPFLAGS)
-
-traitement.o: NeuralNetwork/traitement.c
-	$(CC) -o traitement.o -c NeuralNetwork/traitement.c $(CFLAGS) $(CPPFLAGS)
-
-Load.o: NeuralNetwork/Load.c
-	$(CC) -o Load.o -c NeuralNetwork/Load.c $(CFLAGS) $(CPPFLAGS)
-
-
-
-Test: main.c
-	$(CC) -o main.o -c main.c $(CFLAGS) $(CPPFLAGS)
-	
 
 clean:
 	rm -rf *.o *.d OCR

README.md

@@ -1,20 +1,29 @@
 # OCR
 
-This project implement an OCR in C. The OCR use a one layer neural network to reconise charactere.
+This project implement an OCR in C. The OCR is made of a one hidden layer neural network and is aimed to reconise alpha numeric charactere.
 
 ## Compile
 
-You can use this program with this command
+You compile the project using:
-
 ```
 make
-./OCR
 ```
 
-When the program run you should first load an image in BitMap format
+You can test the binary with:
+```
+./OCR -i misc/test_images/test_image.bmp -l misc/nnweight/nnweight.txt
+```
 
-Then you can upgrade the quality of your image with our different options. When you are ready simply press ```play```
+For additional information, please use:
+```
+./OCR --help
+```
+
+Note: The OCR only read bitmap image.
 
 ## Clean
 
-Use ```make clean``` to delete all trash files
+To clean the environment use:
+```
+make clean
+``` 

all.h

@@ -1,10 +0,0 @@
-#include "ImageTreatment/Filter/cleanerimage.h"
-#include "ImageTreatment/Segmentation/segmentation.h"
-#include "ImageTreatment/Tools/tools.h"
-#include "ImageTreatment/display.h"
-#include "ImageTreatment/extraction/extractchar.h"
-#include "ImageTreatment/extraction/extraction.h"
-#include "NeuralNetwork/structure.h"
-#include "NeuralNetwork/toolsnetworks.h"
-#include "NeuralNetwork/training.h"
-#include "NeuralNetwork/traitement.h"

main.c

@@ -1,230 +0,0 @@
-#include <SDL2/SDL.h>
-#include <err.h>
-#include <gtk/gtk.h>
-#include <stdio.h>
-#include <stdlib.h>
-
-#include "all.h"
-
-GtkWidget *window;
-GtkWidget *wimage;
-GtkWidget *image;
-GtkWidget *textBox;
-GtkWidget *final;
-GtkWidget *ninety;
-GtkWidget *oneeighty;
-GtkWidget *segm;
-GtkWidget *grays;
-GtkWidget *contra;
-GtkWidget *biner;
-GtkWidget *play;
-GtkWidget *noise;
-GtkWidget *rotation;
-GtkWidget *nette;
-SDL_Surface *surf;
-
-int main(int argc, char *argv[])
-{
-    SDL_Init(SDL_INIT_VIDEO);
-    GtkBuilder *builder;
-    gtk_init(&argc, &argv);
-    builder = gtk_builder_new();
-    gtk_builder_add_from_file(builder, "main.glade", NULL);
-    window = GTK_WIDGET(gtk_builder_get_object(builder, "window"));
-    gtk_builder_connect_signals(builder, NULL);
-    final = GTK_WIDGET(gtk_builder_get_object(builder, "final"));
-    textBox = GTK_WIDGET(gtk_builder_get_object(builder, "textBox"));
-    ninety = GTK_WIDGET(gtk_builder_get_object(builder, "ninety"));
-    oneeighty = GTK_WIDGET(gtk_builder_get_object(builder, "oneeighty"));
-    segm = GTK_WIDGET(gtk_builder_get_object(builder, "segmentation"));
-    grays = GTK_WIDGET(gtk_builder_get_object(builder, "grayscale"));
-    contra = GTK_WIDGET(gtk_builder_get_object(builder, "contrastes"));
-    biner = GTK_WIDGET(gtk_builder_get_object(builder, "binarisation"));
-    play = GTK_WIDGET(gtk_builder_get_object(builder, "lanceTout"));
-    noise = GTK_WIDGET(gtk_builder_get_object(builder, "noise"));
-    rotation = GTK_WIDGET(gtk_builder_get_object(builder, "rotation"));
-    nette = GTK_WIDGET(gtk_builder_get_object(builder, "nettete"));
-    g_object_unref(builder);
-    gtk_widget_show(window);
-    g_signal_connect(window, "destroy", G_CALLBACK(gtk_main_quit), NULL);
-    gtk_main();
-
-    return 0;
-}
-
-SDL_Surface *load_image(char *path)
-{
-    SDL_Surface *img;
-    img = SDL_LoadBMP(path);
-    if (!img)
-        errx(3, "Can't load %s: %s", path, SDL_GetError());
-    return img;
-}
-
-void choose_image(char *file)
-{
-    gtk_widget_set_sensitive(ninety, TRUE);
-    gtk_widget_set_sensitive(segm, TRUE);
-    gtk_widget_set_sensitive(play, TRUE);
-    gtk_widget_set_sensitive(grays, TRUE);
-    gtk_widget_set_sensitive(contra, TRUE);
-    gtk_widget_set_sensitive(biner, TRUE);
-    gtk_widget_set_sensitive(noise, TRUE);
-    gtk_widget_set_sensitive(rotation, TRUE);
-    gtk_widget_set_sensitive(oneeighty, TRUE);
-    gtk_widget_set_sensitive(nette, TRUE);
-    surf = load_image(file);
-    SDL_SaveBMP(surf, "images/temp.bmp");
-    SDL_FreeSurface(surf);
-}
-
-void file_selected(GtkWidget *filechooserbutton)
-{
-    char *filename =
-        gtk_file_chooser_get_filename(GTK_FILE_CHOOSER(filechooserbutton));
-    printf("%s\n", filename);
-    choose_image(filename);
-}
-
-// Il faut juste que tu mettes tes fonctions à la place des commentaires. Si
-// jamais tu as pas certaines fonctions par exemple pour recup le resultat du
-// reseau de neurones dis le moi et je les demanderai à Axelle ou Brice.
-
-// Pour les fonctions, l'image à modifier est sauvegardée dans le fichier
-// images/temp.bmp
-
-void play_button()
-{
-    GtkTextBuffer *buffer = gtk_text_view_get_buffer(GTK_TEXT_VIEW(textBox));
-    GtkTextIter iter;
-    gtk_text_buffer_get_iter_at_offset(buffer, &iter, 0);
-    char *result = calloc(sizeof(char), 10000);
-
-    // result sera le texte final
-    // traitement de l'image (dans le fichier images/temp.bmp)
-    // segmentation de l'image
-    // envoi au reseau de neurones
-    // stockage du resultat du reseau de neurones dans la variable result
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    binerize(loadedImage);
-    Neural_Network *network = (Neural_Network *)malloc(sizeof(Neural_Network));
-    Initialisation(network);
-    Load_Network(network, "SaveNetwork.txt");
-    __extractpar(loadedImage, network, result);
-    Free_Network(network);
-    SDL_FreeSurface(loadedImage);
-    gtk_text_buffer_insert(buffer, &iter, result, -1);
-    free(result);
-    gtk_widget_show(final);
-    gtk_widget_hide(window);
-}
-
-void nettete()
-{
-    static float SharpenMatrix[3][3] = { { 0.0, -1.0, 0.0 },
-                                         { -1.0, 5.0, -1.0 },
-                                         { 0.0, -1.0, 0.0 } };
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    loadedImage = Convolute(loadedImage, SharpenMatrix);
-    window = display_img(loadedImage);
-    SDL_SaveBMP(loadedImage, "images/temp.bmp");
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    SDL_FreeSurface(loadedImage);
-}
-
-void plus_oneeighty()
-{
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    grayscale(loadedImage);
-    binerize(loadedImage);
-    loadedImage = rotate(180, loadedImage);
-    window = display_img(loadedImage);
-    SDL_SaveBMP(loadedImage, "images/temp.bmp");
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    SDL_FreeSurface(loadedImage);
-}
-
-void plus_ninety()
-{
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    grayscale(loadedImage);
-    binerize(loadedImage);
-    loadedImage = rotate(90, loadedImage);
-    window = display_img(loadedImage);
-    SDL_SaveBMP(loadedImage, "images/temp.bmp");
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    SDL_FreeSurface(loadedImage);
-}
-
-void gray()
-{
-    // grayscale
-}
-
-void bine()
-{
-    // binarisation
-}
-
-void seg()
-{}
-
-void cont()
-{
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    ConstrastRenforcement(loadedImage, 100);
-    window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    SDL_FreeSurface(loadedImage);
-}
-
-void rot()
-{
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    binerize(loadedImage);
-    grayscale(loadedImage);
-    double teta = houghtrasformy(loadedImage);
-    teta -= 90;
-    loadedImage = rotate(teta, loadedImage);
-    window = display_img(loadedImage);
-    SDL_SaveBMP(loadedImage, "images/temp.bmp");
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    SDL_FreeSurface(loadedImage);
-}
-
-void noise_reduction()
-{
-    SDL_Surface *loadedImage = SDL_LoadBMP("images/temp.bmp");
-    SDL_Window *window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-    noiseReduction(loadedImage);
-    window = display_img(loadedImage);
-    wait_for_keypressed();
-    SDL_DestroyWindow(window);
-}
-
-void on_quit_clicked()
-{
-    gtk_main_quit();
-}

main.glade

@@ -1,320 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!-- Generated with glade 3.38.1 -->
-<interface>
-  <requires lib="gtk+" version="3.24"/>
-  <object class="GtkFileFilter" id="filefilter1">
-    <patterns>
-      <pattern>*.bmp</pattern>
-    </patterns>
-  </object>
-  <object class="GtkWindow" id="window">
-    <property name="name">window</property>
-    <property name="can-focus">False</property>
-    <property name="opacity">0.9</property>
-    <property name="title" translatable="yes">window</property>
-    <property name="window-position">center</property>
-    <property name="type-hint">utility</property>
-    <property name="has-resize-grip">True</property>
-    <signal name="destroy" handler="destroy" swapped="no"/>
-    <child>
-      <object class="GtkFixed" id="fixed1">
-        <property name="visible">True</property>
-        <property name="can-focus">False</property>
-        <child>
-          <object class="GtkButton" id="lanceTout">
-            <property name="label">Play</property>
-            <property name="name">play</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="play_button" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">400</property>
-            <property name="y">55</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkLabel" id="label2">
-            <property name="width-request">100</property>
-            <property name="height-request">30</property>
-            <property name="visible">True</property>
-            <property name="can-focus">False</property>
-            <property name="label" translatable="yes">Choose a file</property>
-            <property name="angle">0.06</property>
-          </object>
-          <packing>
-            <property name="x">50</property>
-            <property name="y">20</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="ninety">
-            <property name="label" translatable="yes">+90°</property>
-            <property name="name">ninety</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="plus_ninety" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">410</property>
-            <property name="y">250</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkLabel" id="label3">
-            <property name="width-request">150</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="can-focus">False</property>
-            <property name="label" translatable="yes">OCRigolo</property>
-            <property name="justify">center</property>
-            <property name="ellipsize">middle</property>
-            <attributes>
-              <attribute name="style" value="normal"/>
-              <attribute name="weight" value="heavy"/>
-              <attribute name="variant" value="small-caps"/>
-              <attribute name="scale" value="1"/>
-              <attribute name="strikethrough-color" value="#ffffffffffff"/>
-            </attributes>
-          </object>
-          <packing>
-            <property name="x">200</property>
-            <property name="y">40</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="quit">
-            <property name="label">gtk-quit</property>
-            <property name="width-request">500</property>
-            <property name="height-request">28</property>
-            <property name="visible">True</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="halign">start</property>
-            <property name="margin-left">5</property>
-            <property name="margin-right">5</property>
-            <property name="margin-top">5</property>
-            <property name="margin-bottom">5</property>
-            <property name="border-width">5</property>
-            <property name="use-stock">True</property>
-            <property name="xalign">0.44999998807907104</property>
-            <property name="always-show-image">True</property>
-            <signal name="clicked" handler="on_quit_clicked" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">25</property>
-            <property name="y">330</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkFileChooserButton" id="filechooserbutton1">
-            <property name="name">chooser</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="can-focus">False</property>
-            <property name="filter">filefilter1</property>
-            <signal name="file-set" handler="file_selected" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">50</property>
-            <property name="y">55</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="grayscale">
-            <property name="label" translatable="yes">grayscale</property>
-            <property name="name">grays</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="gray" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">40</property>
-            <property name="y">150</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="binarisation">
-            <property name="label" translatable="yes">binerize</property>
-            <property name="name">biner</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="bine" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">165</property>
-            <property name="y">250</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="contrastes">
-            <property name="label" translatable="yes">contrasts</property>
-            <property name="name">contra</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="cont" swapped="no"/>
-          </object>
-          <packing>
-            <property name="x">410</property>
-            <property name="y">150</property>
-          </packing>
-        </child>
-        <child>
-          <object class="GtkButton" id="noise">
-            <property name="label" translatable="yes">noise</property>
-            <property name="name">noise</property>
-            <property name="width-request">100</property>
-            <property name="height-request">80</property>
-            <property name="visible">True</property>
-            <property name="sensitive">False</property>
-            <property name="can-focus">True</property>
-            <property name="receives-default">True</property>
-            <property name="resize-mode">immediate</property>
-            <signal name="clicked" handler="noise_reduction" swapped="no"/>
-          </object>
-          <packing>
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-            <property name="can-focus">True</property>
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