Cleaned Window.cs

OCR_Decode/DriverData.cs

@@ -0,0 +1,90 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace OCR_Decode
+{
+    public class DriverData
+    {
+        public bool DRS;        //True = Drs is opened
+        public int GapToLeader; //In ms
+        public int LapTime;     //In ms
+        public string Name;     //Ex: LECLERC
+        public int Position;    //Ex: 1
+        public int Sector1;     //in ms
+        public int Sector2;     //in ms
+        public int Sector3;     //in ms
+        public Tyre CurrentTyre;//Ex Soft 11 laps
+
+        public DriverData(bool dRS, int gapToLeader, int lapTime, string name, int position, int sector1, int sector2, int sector3, Tyre tyre)
+        {
+            DRS = dRS;
+            GapToLeader = gapToLeader;
+            LapTime = lapTime;
+            Name = name;
+            Position = position;
+            Sector1 = sector1;
+            Sector2 = sector2;
+            Sector3 = sector3;
+            CurrentTyre = tyre;
+        }
+        public DriverData()
+        {
+            DRS = false;
+            GapToLeader = -1;
+            LapTime = -1;
+            Name = "Unknown";
+            Position = -1;
+            Sector1 = -1;
+            Sector2 = -1;
+            Sector3 = -1;
+            CurrentTyre = new Tyre(Tyre.Type.Undefined,-1);
+        }
+        public override string ToString()
+        {
+            string result = "";
+
+            //Position
+            result += "Position : " + Position +Environment.NewLine;
+            //Gap
+            result += "Gap to leader : " + Reader.ConvertMsToTime(GapToLeader) + Environment.NewLine;
+            //LapTime
+            result += "Lap time : " + Reader.ConvertMsToTime(LapTime) + Environment.NewLine;
+            //DRS
+            result += "DRS : " + DRS + Environment.NewLine;
+            //Tyres
+            result += "Uses " + CurrentTyre.Coumpound + " tyre " + CurrentTyre.NumberOfLaps + " laps old" + Environment.NewLine;
+            //Name
+            result += "Driver name : " + Name +Environment.NewLine;
+            //Sector 1
+            result += "Sector 1 : " + Reader.ConvertMsToTime(Sector1) + Environment.NewLine;
+            //Sector 1
+            result += "Sector 2 : " + Reader.ConvertMsToTime(Sector2) + Environment.NewLine;
+            //Sector 1
+            result += "Sector 3 : " + Reader.ConvertMsToTime(Sector3) + Environment.NewLine;
+
+            return result;
+        }
+    }
+    public struct Tyre
+    {
+        public enum Type
+        {
+            Soft,
+            Medium,
+            Hard,
+            Inter,
+            Wet,
+            Undefined
+        }
+        public Type Coumpound;
+        public int NumberOfLaps;
+        public Tyre(Type type, int laps)
+        {
+            Coumpound = type;
+            NumberOfLaps = laps;
+        }
+    }
+}

OCR_Decode/DriverDrsWindow.cs

@@ -18,7 +18,7 @@ namespace OCR_Decode
         {
             Name = "DRS";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
             bool result = false;
             int greenValue = GetGreenPixels();
@@ -28,7 +28,7 @@ namespace OCR_Decode
             if (greenValue > EmptyDrsGreenValue + EmptyDrsGreenValue / 100 * 30)
                 result = true;
 
-            WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "DRS" + result + ".png");
+            //WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "DRS" + result + ".png");
 
             return result;
         }
@@ -68,7 +68,6 @@ namespace OCR_Decode
         }
         public Rectangle GetBox()
         {
-
             var tessImage = Pix.LoadFromMemory(ImageToByte(WindowImage));
             Engine.SetVariable("tessedit_char_whitelist", "");
             Page page = Engine.Process(tessImage);

OCR_Decode/DriverGapToLeaderWindow.cs

@@ -4,6 +4,7 @@ using System.Drawing;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+using Tesseract;
 
 namespace OCR_Decode
 {
@@ -13,9 +14,9 @@ namespace OCR_Decode
         {
             Name = "Gap to leader";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            int result = GetTimeFromPng(WindowImage, OcrImage.WindowType.Gap);
+            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Gap, Engine);
             return result;
         }
     }

OCR_Decode/DriverLapTimeWindow.cs

@@ -14,9 +14,9 @@ namespace OCR_Decode
         {
             Name = "Lap time";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            int result = GetTimeFromPng(WindowImage,OcrImage.WindowType.LapTime);
+            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.LapTime,Engine);
             return result;
         }
     }

OCR_Decode/DriverNameWindow.cs

@@ -15,10 +15,10 @@ namespace OCR_Decode
         {
             Name = "Name";
         }
-        public override object DecodePng(List<string> DriverList)
+        public override async Task<object> DecodePng(List<string> DriverList)
         {
             string result = "";
-            result = GetStringFromPng(WindowImage);
+            result = await GetStringFromPng(WindowImage,Engine);
 
             if (!IsADriver(DriverList, result))
             {

OCR_Decode/DriverPositionWindow.cs

@@ -4,6 +4,7 @@ using System.Drawing;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+using Tesseract;
 
 namespace OCR_Decode
 {
@@ -13,10 +14,10 @@ namespace OCR_Decode
         {
             Name = "Position";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            string result = GetStringFromPng(WindowImage,"0123456789");
-            
+            string result = await GetStringFromPng(WindowImage,Engine, "0123456789");
+
             int position;
             try
             {
@@ -25,7 +26,7 @@ namespace OCR_Decode
             catch
             {
                 position = -1;
-                WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "FailedPosition"+".png");
+                //WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "FailedPosition" + ".png");
             }
             return position;
         }

OCR_Decode/DriverSector1Window.cs

@@ -4,6 +4,7 @@ using System.Drawing;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+using Tesseract;
 
 namespace OCR_Decode
 {
@@ -13,9 +14,9 @@ namespace OCR_Decode
         {
             Name = "Sector 1";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            int result = GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector);
+            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector, Engine);
             return result;
         }
     }

OCR_Decode/DriverSector2Window.cs

@@ -4,6 +4,7 @@ using System.Drawing;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+using Tesseract;
 
 namespace OCR_Decode
 {
@@ -13,9 +14,9 @@ namespace OCR_Decode
         {
             Name = "Sector 2";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            int result = GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector);
+            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
             return result;
         }
     }

OCR_Decode/DriverSector3Window.cs

@@ -1,9 +1,11 @@
 using System;
 using System.Collections.Generic;
+using System.Diagnostics;
 using System.Drawing;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
+using Tesseract;
 
 namespace OCR_Decode
 {
@@ -13,9 +15,9 @@ namespace OCR_Decode
         {
             Name = "Sector 3";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
-            int result = GetTimeFromPng(WindowImage,OcrImage.WindowType.Sector);
+            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
             return result;
         }
     }

OCR_Decode/DriverTyresWindow.cs

@@ -1,5 +1,6 @@
 using System;
 using System.Collections.Generic;
+using System.Diagnostics;
 using System.Drawing;
 using System.Linq;
 using System.Text;
@@ -11,100 +12,71 @@ namespace OCR_Decode
     internal class DriverTyresWindow : Window
     {
         private static Random rnd = new Random();
+        int seed = rnd.Next(0,10000);
 
-        public static Color SOFT_TYRE_COLOR = Color.FromArgb(0xff,0x00,0x00);
-        public static Color MEDIUM_TYRE_COLOR = Color.FromArgb(0xf5,0xbf,0x00);
-        public static Color HARD_TYRE_COLOR = Color.FromArgb(0xd9,0xd8,0xd4);
-        public static Color INTER_TYRE_COLOR = Color.FromArgb(0x00,0xa4,0x2e);
-        public static Color WET_TYRE_COLOR = Color.FromArgb(0x27,0x60,0xa6);
+        public static Color SOFT_TYRE_COLOR = Color.FromArgb(0xff, 0x00, 0x00);
+        public static Color MEDIUM_TYRE_COLOR = Color.FromArgb(0xf5, 0xbf, 0x00);
+        public static Color HARD_TYRE_COLOR = Color.FromArgb(0xa4, 0xa5, 0xa8);
+        public static Color INTER_TYRE_COLOR = Color.FromArgb(0x00, 0xa4, 0x2e);
+        public static Color WET_TYRE_COLOR = Color.FromArgb(0x27, 0x60, 0xa6);
+        public static Color EMPTY_COLOR = Color.FromArgb(0x20,0x20,0x20);
 
         public DriverTyresWindow(Bitmap image, Rectangle bounds) : base(image, bounds)
         {
             Name = "Tyres";
         }
-        public override object DecodePng()
+        public override async Task<object> DecodePng()
         {
             //WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "testTyres" + rnd.Next(0, 1000) + ".png");
-
-            return GetTyreInfos();
+            return await GetTyreInfos();
         }
-        private Tyre GetTyreInfos()
+        private async Task<Tyre> GetTyreInfos()
         {
             Bitmap tyreZone = GetSmallBitmapFromBigOne(WindowImage, FindTyreZone());
-
-            tyreZone.Save(Reader.DEBUG_DUMP_FOLDER + "ZONE" + ".png");
+            //tyreZone.Save(Reader.DEBUG_DUMP_FOLDER + "NewTyreZone_"+seed+".png");
             Tyre.Type type = Tyre.Type.Undefined;
+            type = GetTyreTypeFromColor(OcrImage.GetAvgColorFromBitmap(tyreZone));
             int laps = -1;
-
-            //MHIWsmhiw so we can detect Soft Medium Hard Inters and Wet tyres 
-            string text = GetStringFromPng(tyreZone, "SMHIW", OcrImage.WindowType.Tyre);
-            if (text.Length == 1 && text != "")
+            
+            string number = await GetStringFromPng(tyreZone, Engine, "0123456789", OcrImage.WindowType.Tyre);
+            try
             {
-                //We found a tire letter
+                laps = Convert.ToInt32(number);
+            }
+            catch
+            {
+                //We could not convert the number so its a letter so its 0 laps old
                 laps = 0;
-                text = text.ToUpper();
-                switch (text[0])
-                {
-                    case 'S':
-                        type = Tyre.Type.Soft;
-                        break;
-                    case 'M':
-                        type = Tyre.Type.Medium;
-                        break;
-                    case 'H':
-                        type = Tyre.Type.Hard;
-                        break;
-                    case 'I':
-                        type = Tyre.Type.Inter;
-                        break;
-                    case 'W':
-                        type = Tyre.Type.Wet;
-                        break;
-                    default:
-                        type = Tyre.Type.Undefined;
-                        break;
-                }
             }
-            else
-            {
-                string number = GetStringFromPng(tyreZone, "0123456789", OcrImage.WindowType.Tyre);
-                try
-                {
-                    laps = Convert.ToInt32(number);
-                }
-                catch
-                {
-                    laps = -1;
-                }
-                type = GetTyreTypeFromColor(OcrImage.GetAvgColorFromBitmap(OcrImage.Resize(tyreZone)));
-            }
-
-            tyreZone.Save(Reader.DEBUG_DUMP_FOLDER + "Tyre" + type + "Laps" + laps + '#' + rnd.Next(0, 1000) + ".png");
-            return new Tyre(type,laps);
+            //tyreZone.Save(Reader.DEBUG_DUMP_FOLDER + "Tyre" + type + "Laps" + laps + '#' + rnd.Next(0, 1000) + ".png");
+            return new Tyre(type, laps);
         }
         private Rectangle FindTyreZone()
         {
             Bitmap bmp = WindowImage;
+
+            //bmp.Save(Reader.DEBUG_DUMP_FOLDER + "OldTyreZone_" + seed + ".png");
+
             int currentPosition = bmp.Width;
             int height = bmp.Height / 2;
-            Color limitColor = Color.FromArgb(0x50,0x50,0x50);
-            Color currentColor = Color.FromArgb(0,0,0);
+            Color limitColor = Color.FromArgb(0x50, 0x50, 0x50);
+            Color currentColor = Color.FromArgb(0, 0, 0);
 
-            Size newWindowSize = new Size(bmp.Height -Convert.ToInt32((float)bmp.Height / 100f * 25f),bmp.Height - Convert.ToInt32((float)bmp.Height / 100f * 35f));
+            Size newWindowSize = new Size(bmp.Height - Convert.ToInt32((float)bmp.Height / 100f * 25f), bmp.Height - Convert.ToInt32((float)bmp.Height / 100f * 35f));
 
-            while(currentColor.R <= limitColor.R && currentColor.G <= limitColor.G && currentColor.B <= limitColor.B && currentPosition > 0)
+            while (currentColor.R <= limitColor.R && currentColor.G <= limitColor.G && currentColor.B <= limitColor.B && currentPosition > 0)
             {
                 currentPosition--;
-                currentColor = bmp.GetPixel(currentPosition,height);
+                currentColor = bmp.GetPixel(currentPosition, height);
             }
 
             //Its here to let the new window include a little bit of the right 
-            int CorrectedX = currentPosition - (newWindowSize.Width) + Convert.ToInt32((float)newWindowSize.Width/100f*10f);
+            int CorrectedX = currentPosition - (newWindowSize.Width) + Convert.ToInt32((float)newWindowSize.Width / 100f * 10f);
             int CorrectedY = Convert.ToInt32((float)newWindowSize.Height / 100f * 35f);
             if (CorrectedX <= 0)
-                return new Rectangle(0,0,newWindowSize.Width,newWindowSize.Height);
+                return new Rectangle(0, 0, newWindowSize.Width, newWindowSize.Height);
 
-            return new Rectangle(CorrectedX,CorrectedY,newWindowSize.Width,newWindowSize.Height);
+            return new Rectangle(CorrectedX, CorrectedY, newWindowSize.Width, newWindowSize.Height);
         }
         //This method has been created with the help of chatGPT
         public Tyre.Type GetTyreTypeFromColor(Color inputColor)
@@ -116,6 +88,7 @@ namespace OCR_Decode
             colors.Add(HARD_TYRE_COLOR);
             colors.Add(INTER_TYRE_COLOR);
             colors.Add(WET_TYRE_COLOR);
+            colors.Add(EMPTY_COLOR);
 
             Color closestColor = colors[0];
             int closestDistance = int.MaxValue;
@@ -129,6 +102,11 @@ namespace OCR_Decode
                 }
             }
 
+            //Bitmap colorBmp = new Bitmap(200, 100);
+            //Graphics g = Graphics.FromImage(colorBmp);
+            //g.FillRectangle(new SolidBrush(closestColor), new Rectangle(0, 0, colorBmp.Width, colorBmp.Height));
+            //colorBmp.Save(Reader.DEBUG_DUMP_FOLDER+"AVGCOLOR_"+closestColor.ToString()+"_"+seed+".png");
+
             //We cant use a switch as the colors cant be constants ...
             if (closestColor == SOFT_TYRE_COLOR)
                 type = Tyre.Type.Soft;
@@ -140,27 +118,10 @@ namespace OCR_Decode
                 type = Tyre.Type.Inter;
             if (closestColor == WET_TYRE_COLOR)
                 type = Tyre.Type.Wet;
+            if (closestColor == EMPTY_COLOR)
+                return Tyre.Type.Undefined;
 
             return type;
         }
     }
-    struct Tyre
-    {
-        public enum Type
-        {
-            Soft,
-            Medium,
-            Hard,
-            Inter,
-            Wet,
-            Undefined
-        }
-        public Type Coumpound;
-        public int NumberOfLaps;
-        public Tyre(Type type, int laps)
-        {
-            Coumpound = type;
-            NumberOfLaps = laps;
-        }
-    }
 }

OCR_Decode/Form1.cs

@@ -7,6 +7,7 @@ using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
 using System.Windows.Forms;
+using System.Diagnostics;
 
 namespace OCR_Decode
 {
@@ -17,6 +18,8 @@ namespace OCR_Decode
         const string TEMPORARY_IMAGE_FOLDER = @"C:\Users\Moi\Pictures\SeleniumScreens\DataSetHighRes\";
         int pageNmbr = 82;
         Reader Reader;
+        Stopwatch stopWatch = new Stopwatch();
+        int LoadMS = 0;
         public Form1()
         {
             InitializeComponent();
@@ -24,17 +27,34 @@ namespace OCR_Decode
 
         private void Form1_Load(object sender, EventArgs e)
         {
-        
+            stopWatch.Start();
             Reader = new Reader(CONFIG_FILE,TEMPORARY_IMAGE_FOLDER);
+            stopWatch.Stop();
+            LoadMS = (int)stopWatch.ElapsedMilliseconds;
+
             RefreshUi();
         }
-        private void RefreshUi()
+        private async void RefreshUi()
         {
+           
             tbxResult.Text = "";
-
+            stopWatch.Restart();
             pbxImage.Image = Reader.Draw(pageNmbr);
+            stopWatch.Stop();
 
-            tbxResult.Text = Reader.Decode(pageNmbr);
+            int DrawMS = (int)stopWatch.ElapsedMilliseconds;
+
+            stopWatch.Restart();
+            tbxResult.Text = await Reader.Decode(pageNmbr);
+            stopWatch.Stop();
+
+            int OcrMS = (int)stopWatch.ElapsedMilliseconds; 
+            MessageBox.Show(
+                "Loading took : " + Reader.ConvertMsToTime(LoadMS) +
+                " Image splitting took : " + Reader.ConvertMsToTime(DrawMS) + Environment.NewLine +
+                " Reading the infos from the image took : " + Reader.ConvertMsToTime(OcrMS)  + Environment.NewLine
+                );
+            GC.Collect();
         }
 
         private void btnNext_Click(object sender, EventArgs e)

OCR_Decode/OCR_Decode.csproj

@@ -107,6 +107,7 @@
     </Reference>
   </ItemGroup>
   <ItemGroup>
+    <Compile Include="DriverData.cs" />
     <Compile Include="DriverDrsWindow.cs" />
     <Compile Include="DriverGapToLeaderWindow.cs" />
     <Compile Include="DriverLapTimeWindow.cs" />

OCR_Decode/OcrImage.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : OcrImage.cs
+/// Brief : Class that contains all the post processing methods that can help with OCR
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -14,7 +20,10 @@ namespace OCR_Decode
     //Just so you know
     public class OcrImage
     {
-        Bitmap InputImage;
+        //this is a hardcoded value based on the colors of the F1TV data channel background you can change it if sometime in the future the color changes
+        //Any color that has any of its R,G or B channel higher than the treshold will be considered as being usefull information
+        public static Color F1TV_BACKGROUND_TRESHOLD = Color.FromArgb(0x50, 0x50, 0x50);
+        Bitmap InputBitmap;
         public enum WindowType
         {
             LapTime,
@@ -23,62 +32,116 @@ namespace OCR_Decode
             Gap,
             Tyre,
         }
-        public OcrImage(Bitmap inputImage)
+        //For debugging purposes
+        public bool DumpDebugImages;
+        Random rnd = new Random();
+        int salt = 0;
+
+        /// <summary>
+        /// Create a new Ocr image to help enhance the given bitmap for OCR
+        /// </summary>
+        /// <param name="inputBitmap">The image you want to enhance</param>
+        public OcrImage(Bitmap inputBitmap)
         {
-            InputImage = inputImage;
+            InputBitmap = inputBitmap;
+            //Before turning this on check that the DEBUG_DUMP_FOLDER constant has been changed in the Reader.cs file
+            DumpDebugImages = false;
+
+            //To help debugging
+            salt = rnd.Next(0, 10000);
         }
+        /// <summary>
+        /// Enhances the image depending on wich type of window the image comes from
+        /// </summary>
+        /// <param name="type">The type of the window. Depending on it different enhancing features will be applied</param>
+        /// <returns>The enhanced Bitmap</returns>
         public Bitmap Enhance(WindowType type = WindowType.Text)
         {
-            Bitmap result = (Bitmap)InputImage.Clone();
-
+            Bitmap outputBitmap = (Bitmap)InputBitmap.Clone();
             switch (type)
             {
                 case WindowType.LapTime:
-                    result = Grayscale(result);
-                    result = InvertColors(result);
-                    result = Tresholding(result, 165);
-                    result = Resize(result);
-                    result = Resize(result);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "LapTimeBefore_" + salt + ".png");
+
+                    outputBitmap = Tresholding(outputBitmap, 185);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "LapTimeFilter1_" + salt + ".png");
+
+                    outputBitmap = Resize(outputBitmap, 2);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "LapTimeFilter2_" + salt + ".png");
+
+                    outputBitmap = Dilatation(outputBitmap, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "LapTimeFilter3_" + salt + ".png");
+
+                    outputBitmap = Erode(outputBitmap, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "LapTimeAfter_" + salt + ".png");
                     break;
                 case WindowType.Text:
-                    result = Grayscale(result);
-                    result = InvertColors(result);
-                    result = Tresholding(result, 165);
-                    result = Resize(result);
-                    result = Dilatation(result, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TextBefore_" + salt + ".png");
+
+                    outputBitmap = InvertColors(outputBitmap);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TextFilter1_" + salt + ".png");
+
+                    outputBitmap = Tresholding(outputBitmap, 165);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TextFilter2_" + salt + ".png");
+
+                    outputBitmap = Resize(outputBitmap, 2);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TextFilter3_" + salt + ".png");
+
+                    outputBitmap = Dilatation(outputBitmap, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TextAfter_" + salt + ".png");
                     break;
                 case WindowType.Tyre:
-                    //result = RemoveBG(result);
-                    result = RemoveUseless(result);
-                    result = Resize(result);
-                    result = Resize(result);
-                    result = Resize(result);
-                    result = Dilatation(result, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TyreBefore_" + salt + ".png");
+
+                    outputBitmap = RemoveUseless(outputBitmap);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TyreFilter01_" + salt + ".png");
+
+                    outputBitmap = Resize(outputBitmap, 4);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TyreFilter02_" + salt + ".png");
+
+                    outputBitmap = Dilatation(outputBitmap, 1);
+                    if (DumpDebugImages)
+                        outputBitmap.Save(Reader.DEBUG_DUMP_FOLDER + "TyreAfter_" + salt + ".png");
                     break;
                 default:
-                    result = Tresholding(result, 165);
-                    result = Resize(result);
-                    result = Resize(result);
-                    result = Erode(result, 1);
+                    outputBitmap = Tresholding(outputBitmap, 165);
+                    outputBitmap = Resize(outputBitmap, 4);
+                    outputBitmap = Erode(outputBitmap, 1);
                     break;
             }
-            //result = Dilatation(result, 1);
-            return result;
+            return outputBitmap;
         }
-        public static Bitmap Grayscale(Bitmap input)
+        /// <summary>
+        /// Method that convert a colored RGB bitmap into a GrayScale image 
+        /// </summary>
+        /// <param name="inputBitmap">The Bitmap you want to convert</param>
+        /// <returns>The bitmap in grayscale</returns>
+        public static Bitmap Grayscale(Bitmap inputBitmap)
         {
-            Bitmap bmp = input;
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             unsafe
             {
                 byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-                for (int y = 0; y < bmp.Height; y++)
+                for (int y = 0; y < inputBitmap.Height; y++)
                 {
                     byte* currentLine = ptr + (y * bmpData.Stride);
-                    for (int x = 0; x < bmp.Width; x++)
+                    for (int x = 0; x < inputBitmap.Width; x++)
                     {
                         byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -86,63 +149,74 @@ namespace OCR_Decode
                         byte green = pixel[1];
                         byte red = pixel[2];
 
+                        //Those a specific values to correct the weights so its more pleasing to the human eye
                         int gray = (int)(red * 0.3 + green * 0.59 + blue * 0.11);
 
                         pixel[0] = pixel[1] = pixel[2] = (byte)gray;
                     }
                 }
             }
-            bmp.UnlockBits(bmpData);
+            inputBitmap.UnlockBits(bmpData);
 
-            return bmp;
+            return inputBitmap;
         }
-        public static Bitmap Tresholding(Bitmap input, int threshold)
+        /// <summary>
+        /// Method that binaries the input image up to a certain treshold given
+        /// </summary>
+        /// <param name="inputBitmap">the bitmap you want to convert to binary colors</param>
+        /// <param name="threshold">The floor at wich the color is considered as white or black</param>
+        /// <returns>The binarised bitmap</returns>
+        public static Bitmap Tresholding(Bitmap inputBitmap, int threshold)
         {
-            Bitmap bmp = input;
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             unsafe
             {
                 byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-                for (int y = 0; y < bmp.Height; y++)
+                int bmpHeight = inputBitmap.Height;
+                int bmpWidth = inputBitmap.Width;
+                Parallel.For(0, bmpHeight, y =>
                 {
                     byte* currentLine = ptr + (y * bmpData.Stride);
-                    for (int x = 0; x < bmp.Width; x++)
+                    for (int x = 0; x < bmpWidth; x++)
                     {
                         byte* pixel = currentLine + (x * bytesPerPixel);
 
                         byte blue = pixel[0];
                         byte green = pixel[1];
                         byte red = pixel[2];
-
+                        //Those a specific values to correct the weights so its more pleasing to the human eye
                         int gray = (int)(red * 0.3 + green * 0.59 + blue * 0.11);
                         int value = gray < threshold ? 0 : 255;
 
                         pixel[0] = pixel[1] = pixel[2] = (byte)value;
                     }
-                }
+                });
             }
-            bmp.UnlockBits(bmpData);
+            inputBitmap.UnlockBits(bmpData);
 
-            return bmp;
+            return inputBitmap;
         }
-        public static Bitmap RemoveBG(Bitmap input)
+        /// <summary>
+        /// Method that removes the pixels that are flagged as background
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to remove the background from</param>
+        /// <returns>The Bitmap without the background</returns>
+        public static Bitmap RemoveBG(Bitmap inputBitmap)
         {
-            Color limitColor = Color.FromArgb(0x50, 0x50, 0x50);
-            Bitmap bmp = input;
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             unsafe
             {
                 byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-                for (int y = 0; y < bmp.Height; y++)
+                for (int y = 0; y < inputBitmap.Height; y++)
                 {
                     byte* currentLine = ptr + (y * bmpData.Stride);
-                    for (int x = 0; x < bmp.Width; x++)
+                    for (int x = 0; x < inputBitmap.Width; x++)
                     {
                         byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -150,25 +224,29 @@ namespace OCR_Decode
                         int G = pixel[1];
                         int R = pixel[2];
 
-                        if (R <= limitColor.R && G <= limitColor.G && B <= limitColor.B)
+                        if (R <= F1TV_BACKGROUND_TRESHOLD.R && G <= F1TV_BACKGROUND_TRESHOLD.G && B <= F1TV_BACKGROUND_TRESHOLD.B)
                             pixel[0] = pixel[1] = pixel[2] = 0;
                     }
                 }
             }
-            bmp.UnlockBits(bmpData);
+            inputBitmap.UnlockBits(bmpData);
 
-            return bmp;
+            return inputBitmap;
         }
-        public unsafe static Bitmap RemoveUseless(Bitmap bmp)
+        /// <summary>
+        /// Method that removes all the useless things from the image and returns hopefully only the numbers
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to remove useless things from (Expects a cropped part of the TyreWindow)</param>
+        /// <returns>The bitmap with (hopefully) only the digits</returns>
+        public unsafe static Bitmap RemoveUseless(Bitmap inputBitmap)
         {
-            bmp = RemoveBG(bmp);
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
-
+            //Note you can use something else than a cropped tyre window but I would recommend checking the code first to see if it fits your intended use
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-            for (int y = 0; y < bmp.Height; y++)
+            for (int y = 0; y < inputBitmap.Height; y++)
             {
                 byte* currentLine = ptr + (y * bmpData.Stride);
 
@@ -176,7 +254,7 @@ namespace OCR_Decode
 
                 bool fromBorder = true;
 
-                for (int x = 0; x < bmp.Width; x++)
+                for (int x = 0; x < inputBitmap.Width; x++)
                 {
                     byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -184,17 +262,21 @@ namespace OCR_Decode
                     int G = pixel[1];
                     int R = pixel[2];
 
-                    if (fromBorder && B < 0x10 && G < 0x10 && R < 0x10)
+                    if (fromBorder && B < F1TV_BACKGROUND_TRESHOLD.B && G < F1TV_BACKGROUND_TRESHOLD.G && R < F1TV_BACKGROUND_TRESHOLD.R)
                     {
                         pixelsToRemove.Add(x);
                     }
                     else
                     {
-                        fromBorder = false;
+                        if (fromBorder)
+                        {
+                            fromBorder = false;
+                            pixelsToRemove.Add(x);
+                        }
                     }
                 }
                 fromBorder = true;
-                for (int x = bmp.Width - 1; x > 0; x--)
+                for (int x = inputBitmap.Width - 1; x > 0; x--)
                 {
                     byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -202,13 +284,17 @@ namespace OCR_Decode
                     int G = pixel[1];
                     int R = pixel[2];
 
-                    if (fromBorder && B < 0x10 && G < 0x10 && R < 0x10)
+                    if (fromBorder && B < F1TV_BACKGROUND_TRESHOLD.B && G < F1TV_BACKGROUND_TRESHOLD.G && R < F1TV_BACKGROUND_TRESHOLD.R)
                     {
                         pixelsToRemove.Add(x);
                     }
                     else
                     {
-                        fromBorder = false;
+                        if (fromBorder)
+                        {
+                            fromBorder = false;
+                            pixelsToRemove.Add(x);
+                        }
                     }
                 }
 
@@ -222,13 +308,11 @@ namespace OCR_Decode
                 }
             }
 
-
-            //NOW REMOVING THE COLOR
-            Color limitColor = Color.FromArgb(0x50, 0x50, 0x50);
-            for (int y = 0; y < bmp.Height; y++)
+            //Removing the color parts
+            for (int y = 0; y < inputBitmap.Height; y++)
             {
                 byte* currentLine = ptr + (y * bmpData.Stride);
-                for (int x = 0; x < bmp.Width; x++)
+                for (int x = 0; x < inputBitmap.Width; x++)
                 {
                     byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -236,9 +320,7 @@ namespace OCR_Decode
                     int G = pixel[1];
                     int R = pixel[2];
 
-                    //We remove the background pixels
-
-                    if (R >= limitColor.R || G >= limitColor.G || B >= limitColor.B)
+                    if (R >= F1TV_BACKGROUND_TRESHOLD.R + 15 || G >= F1TV_BACKGROUND_TRESHOLD.G + 15 || B >= F1TV_BACKGROUND_TRESHOLD.B + 15)
                     {
                         pixel[0] = 0xFF;
                         pixel[1] = 0xFF;
@@ -247,18 +329,19 @@ namespace OCR_Decode
                 }
             }
 
-
-
-            bmp.UnlockBits(bmpData);
-
-            return bmp;
+            inputBitmap.UnlockBits(bmpData);
+            return inputBitmap;
         }
-        public static Color GetAvgColorFromBitmap(Bitmap bmp)
+        /// <summary>
+        /// Recovers the average colors from the Image. NOTE : It wont take in account colors that are lower than the background
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to get the average color from</param>
+        /// <returns>The average color of the bitmap</returns>
+        public static Color GetAvgColorFromBitmap(Bitmap inputBitmap)
         {
-            Color limitColor = Color.FromArgb(0x50, 0x50, 0x50);
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             int totR = 0;
             int totG = 0;
@@ -269,10 +352,12 @@ namespace OCR_Decode
             unsafe
             {
                 byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-                for (int y = 0; y < bmp.Height; y++)
+                int bmpHeight = inputBitmap.Height;
+                int bmpWidth = inputBitmap.Width;
+                Parallel.For(0, bmpHeight, y =>
                 {
                     byte* currentLine = ptr + (y * bmpData.Stride);
-                    for (int x = 0; x < bmp.Width; x++)
+                    for (int x = 0; x < bmpWidth; x++)
                     {
                         byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -280,9 +365,7 @@ namespace OCR_Decode
                         int G = pixel[1];
                         int R = pixel[2];
 
-                        //We remove the background pixels
-
-                        if (R >= limitColor.R || G >= limitColor.G || B >= limitColor.B)
+                        if (R >= F1TV_BACKGROUND_TRESHOLD.R || G >= F1TV_BACKGROUND_TRESHOLD.G || B >= F1TV_BACKGROUND_TRESHOLD.B)
                         {
                             totPixels++;
                             totB += pixel[0];
@@ -290,26 +373,30 @@ namespace OCR_Decode
                             totR += pixel[2];
                         }
                     }
-                }
+                });
             }
-            bmp.UnlockBits(bmpData);
+            inputBitmap.UnlockBits(bmpData);
 
             return Color.FromArgb(255, Convert.ToInt32((float)totR / (float)totPixels), Convert.ToInt32((float)totG / (float)totPixels), Convert.ToInt32((float)totB / (float)totPixels));
         }
-        public static Bitmap InvertColors(Bitmap input)
+        /// <summary>
+        /// This method simply inverts all the colors in a Bitmap
+        /// </summary>
+        /// <param name="inputBitmap">the bitmap you want to invert the colors from</param>
+        /// <returns>The bitmap with inverted colors</returns>
+        public static Bitmap InvertColors(Bitmap inputBitmap)
         {
-            Bitmap bmp = input;
-            Rectangle rect = new Rectangle(0, 0, bmp.Width, bmp.Height);
-            BitmapData bmpData = bmp.LockBits(rect, ImageLockMode.ReadWrite, bmp.PixelFormat);
-            int bytesPerPixel = Bitmap.GetPixelFormatSize(bmp.PixelFormat) / 8;
+            Rectangle rect = new Rectangle(0, 0, inputBitmap.Width, inputBitmap.Height);
+            BitmapData bmpData = inputBitmap.LockBits(rect, ImageLockMode.ReadWrite, inputBitmap.PixelFormat);
+            int bytesPerPixel = Bitmap.GetPixelFormatSize(inputBitmap.PixelFormat) / 8;
 
             unsafe
             {
                 byte* ptr = (byte*)bmpData.Scan0.ToPointer();
-                for (int y = 0; y < bmp.Height; y++)
+                for (int y = 0; y < inputBitmap.Height; y++)
                 {
                     byte* currentLine = ptr + (y * bmpData.Stride);
-                    for (int x = 0; x < bmp.Width; x++)
+                    for (int x = 0; x < inputBitmap.Width; x++)
                     {
                         byte* pixel = currentLine + (x * bytesPerPixel);
 
@@ -319,47 +406,47 @@ namespace OCR_Decode
                     }
                 }
             }
-            bmp.UnlockBits(bmpData);
+            inputBitmap.UnlockBits(bmpData);
 
-            return bmp;
+            return inputBitmap;
         }
-        public static Bitmap ApplyGaussianBlur(Bitmap input, int radius)
+        /// <summary>
+        /// Methods that applies Bicubic interpolation to increase the size and resolution of an image
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to resize</param>
+        /// <param name="resizeFactor">The factor of resizing you want to use. I recommend using even numbers</param>
+        /// <returns>The bitmap witht the new size</returns>
+        public static Bitmap Resize(Bitmap inputBitmap, int resizeFactor)
         {
-            GaussianBlur filter = new GaussianBlur(radius);
-            Bitmap output = filter.Apply(input);
-            return output;
-        }
-        public static Bitmap Resize(Bitmap sourceBitmap)
-        {
-            // Create a new Bitmap object to hold the resized image
-            var resultBitmap = new Bitmap(sourceBitmap.Width * 2, sourceBitmap.Height * 2);
+            var resultBitmap = new Bitmap(inputBitmap.Width * resizeFactor, inputBitmap.Height * resizeFactor);
 
-            // Create a Graphics object to draw the resized image
             using (var graphics = Graphics.FromImage(resultBitmap))
             {
-                // Set the interpolation mode to high-quality bicubic
                 graphics.InterpolationMode = InterpolationMode.HighQualityBicubic;
-
-                // Draw the resized image using the Graphics object
-                graphics.DrawImage(sourceBitmap, new Rectangle(0, 0, resultBitmap.Width, resultBitmap.Height));
+                graphics.DrawImage(inputBitmap, new Rectangle(0, 0, resultBitmap.Width, resultBitmap.Height));
             }
 
             return resultBitmap;
         }
-        public static Bitmap HighlightContours(Bitmap input)
+        /// <summary>
+        /// method that Highlights the countours of a Bitmap
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to highlight the countours of</param>
+        /// <returns>The bitmap with countours highlighted</returns>
+        public static Bitmap HighlightContours(Bitmap inputBitmap)
         {
-            Bitmap output = new Bitmap(input.Width, input.Height);
+            Bitmap outputBitmap = new Bitmap(inputBitmap.Width, inputBitmap.Height);
 
-            Bitmap grayscale = Grayscale(input);
+            Bitmap grayscale = Grayscale(inputBitmap);
             Bitmap thresholded = Tresholding(grayscale, 128);
             Bitmap dilated = Dilatation(thresholded, 3);
             Bitmap eroded = Erode(dilated, 3);
 
-            for (int y = 0; y < input.Height; y++)
+            for (int y = 0; y < inputBitmap.Height; y++)
             {
-                for (int x = 0; x < input.Width; x++)
+                for (int x = 0; x < inputBitmap.Width; x++)
                 {
-                    Color pixel = input.GetPixel(x, y);
+                    Color pixel = inputBitmap.GetPixel(x, y);
                     Color dilatedPixel = dilated.GetPixel(x, y);
                     Color erodedPixel = eroded.GetPixel(x, y);
 
@@ -368,24 +455,30 @@ namespace OCR_Decode
 
                     if (gray > threshold)
                     {
-                        output.SetPixel(x, y, Color.FromArgb(255, 255, 255));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(255, 255, 255));
                     }
                     else if (gray <= threshold && erodedPixel.R == 0)
                     {
-                        output.SetPixel(x, y, Color.FromArgb(255, 0, 0));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(255, 0, 0));
                     }
                     else
                     {
-                        output.SetPixel(x, y, Color.FromArgb(0, 0, 0));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(0, 0, 0));
                     }
                 }
             }
 
-            return output;
+            return outputBitmap;
         }
-        public static Bitmap Erode(Bitmap input, int kernelSize)
+        /// <summary>
+        /// Method that that erodes the morphology of a bitmap
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to erode</param>
+        /// <param name="kernelSize">The amount of Erosion you want (be carefull its expensive on ressources)</param>
+        /// <returns>The Bitmap with the eroded contents</returns>
+        public static Bitmap Erode(Bitmap inputBitmap, int kernelSize)
         {
-            Bitmap output = new Bitmap(input.Width, input.Height);
+            Bitmap outputBitmap = new Bitmap(inputBitmap.Width, inputBitmap.Height);
 
             int[,] kernel = new int[kernelSize, kernelSize];
 
@@ -397,9 +490,9 @@ namespace OCR_Decode
                 }
             }
 
-            for (int y = kernelSize / 2; y < input.Height - kernelSize / 2; y++)
+            for (int y = kernelSize / 2; y < inputBitmap.Height - kernelSize / 2; y++)
             {
-                for (int x = kernelSize / 2; x < input.Width - kernelSize / 2; x++)
+                for (int x = kernelSize / 2; x < inputBitmap.Width - kernelSize / 2; x++)
                 {
                     bool flag = true;
 
@@ -407,7 +500,7 @@ namespace OCR_Decode
                     {
                         for (int j = -kernelSize / 2; j <= kernelSize / 2; j++)
                         {
-                            Color pixel = input.GetPixel(x + i, y + j);
+                            Color pixel = inputBitmap.GetPixel(x + i, y + j);
                             int gray = (int)(pixel.R * 0.3 + pixel.G * 0.59 + pixel.B * 0.11);
 
                             if (gray >= 128 && kernel[i + kernelSize / 2, j + kernelSize / 2] == 1)
@@ -425,21 +518,26 @@ namespace OCR_Decode
 
                     if (flag)
                     {
-                        output.SetPixel(x, y, Color.FromArgb(255, 255, 255));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(255, 255, 255));
                     }
                     else
                     {
-                        output.SetPixel(x, y, Color.FromArgb(0, 0, 0));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(0, 0, 0));
                     }
                 }
             }
 
-            return output;
+            return outputBitmap;
         }
-
-        public static Bitmap Dilatation(Bitmap input, int kernelSize)
+        /// <summary>
+        /// Method that that use dilatation of the morphology of a bitmap
+        /// </summary>
+        /// <param name="inputBitmap">The bitmap you want to use dilatation on</param>
+        /// <param name="kernelSize">The amount of dilatation you want (be carefull its expensive on ressources)</param>
+        /// <returns>The Bitmap after Dilatation</returns>
+        public static Bitmap Dilatation(Bitmap inputBitmap, int kernelSize)
         {
-            Bitmap output = new Bitmap(input.Width, input.Height);
+            Bitmap outputBitmap = new Bitmap(inputBitmap.Width, inputBitmap.Height);
 
             int[,] kernel = new int[kernelSize, kernelSize];
 
@@ -451,9 +549,9 @@ namespace OCR_Decode
                 }
             }
 
-            for (int y = kernelSize / 2; y < input.Height - kernelSize / 2; y++)
+            for (int y = kernelSize / 2; y < inputBitmap.Height - kernelSize / 2; y++)
             {
-                for (int x = kernelSize / 2; x < input.Width - kernelSize / 2; x++)
+                for (int x = kernelSize / 2; x < inputBitmap.Width - kernelSize / 2; x++)
                 {
                     bool flag = false;
 
@@ -461,7 +559,7 @@ namespace OCR_Decode
                     {
                         for (int j = -kernelSize / 2; j <= kernelSize / 2; j++)
                         {
-                            Color pixel = input.GetPixel(x + i, y + j);
+                            Color pixel = inputBitmap.GetPixel(x + i, y + j);
                             int gray = (int)(pixel.R * 0.3 + pixel.G * 0.59 + pixel.B * 0.11);
 
                             if (gray < 128 && kernel[i + kernelSize / 2, j + kernelSize / 2] == 1)
@@ -479,16 +577,16 @@ namespace OCR_Decode
 
                     if (flag)
                     {
-                        output.SetPixel(x, y, Color.FromArgb(0, 0, 0));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(0, 0, 0));
                     }
                     else
                     {
-                        output.SetPixel(x, y, Color.FromArgb(255, 255, 255));
+                        outputBitmap.SetPixel(x, y, Color.FromArgb(255, 255, 255));
                     }
                 }
             }
 
-            return output;
+            return outputBitmap;
         }
 
     }

OCR_Decode/Reader.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : Reader.cs
+/// Brief : Model that contains all the classes and methods to manage the OCR 
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -7,6 +13,7 @@ using System.Drawing;
 using System.IO;
 using System.Text.Json;
 using System.Windows.Forms;
+using System.Diagnostics;
 
 namespace OCR_Decode
 {
@@ -22,7 +29,9 @@ namespace OCR_Decode
         public List<string> Drivers { get => _drivers; private set => _drivers = value; }
         public List<Zone> MainZones { get => _mainZones; set => _mainZones = value; }
 
+        //All the image infos will be deleted in not too much time when the merge with the program that recovers the images
         const string DEFAULT_IMAGE_NAME = "screen_";
+        // You will defenitely have to change this if you want to be able to see debug images
         public const string DEBUG_DUMP_FOLDER = @"C:\Users\Moi\Desktop\imgDump\Decode\";
         const int NUMBER_OF_DRIVERS = 20;
 
@@ -32,6 +41,10 @@ namespace OCR_Decode
             ImagesFolder = imageFolder;
             Load(82);
         }
+        /// <summary>
+        /// Method that reads the JSON config file and create all the Zones and Windows
+        /// </summary>
+        /// <param name="imageNumber">The image #id on wich you want to create the zones on</param>
         private void Load(int imageNumber)
         {
             MainZones = new List<Zone>();
@@ -115,25 +128,36 @@ namespace OCR_Decode
                     Point driverSector3Position = new Point(driverSector3.GetProperty("x").GetInt32(), driverSector3.GetProperty("y").GetInt32());
 
                     float offset = (((float)MainZone.ZoneImage.Height - (float)(Drivers.Count * FirstZoneSize.Height)) / (float)Drivers.Count);
+                    Bitmap MainZoneImage = MainZone.ZoneImage;
+                    List<Zone> zonesToAdd = new List<Zone>();
+                    List<Bitmap> zonesImages = new List<Bitmap>();
 
                     for (int i = 0; i < NUMBER_OF_DRIVERS; i++)
                     {
-                        Point tmpPos = new Point(0, FirstZonePosition.Y + i * FirstZoneSize.Height - Convert.ToInt32(i * offset) /*- (i* (FirstZoneSize.Height / 32))*/);
-                        Zone newDriverZone = new Zone(MainZone.ZoneImage, new Rectangle(tmpPos, FirstZoneSize));
-
-                        newDriverZone.AddWindow(new DriverPositionWindow(newDriverZone.ZoneImage, new Rectangle(driverPositionPosition, driverPositionArea)));
-                        newDriverZone.AddWindow(new DriverGapToLeaderWindow(newDriverZone.ZoneImage, new Rectangle(driverGapToLeaderPosition, driverGapToLeaderArea)));
-                        newDriverZone.AddWindow(new DriverLapTimeWindow(newDriverZone.ZoneImage, new Rectangle(driverLapTimePosition, driverLapTimeArea)));
-                        newDriverZone.AddWindow(new DriverDrsWindow(newDriverZone.ZoneImage, new Rectangle(driverDrsPosition, driverDrsArea)));
-                        newDriverZone.AddWindow(new DriverTyresWindow(newDriverZone.ZoneImage, new Rectangle(driverTyresPosition, driverTyresArea)));
-                        newDriverZone.AddWindow(new DriverNameWindow(newDriverZone.ZoneImage, new Rectangle(driverNamePosition, driverNameArea)));
-                        newDriverZone.AddWindow(new DriverSector1Window(newDriverZone.ZoneImage, new Rectangle(driverSector1Position, driverSector1Area)));
-                        newDriverZone.AddWindow(new DriverSector2Window(newDriverZone.ZoneImage, new Rectangle(driverSector2Position, driverSector2Area)));
-                        newDriverZone.AddWindow(new DriverSector3Window(newDriverZone.ZoneImage, new Rectangle(driverSector3Position, driverSector3Area)));
-
-                        MainZone.AddZone(newDriverZone);
+                        Point tmpPos = new Point(0, FirstZonePosition.Y + i * FirstZoneSize.Height - Convert.ToInt32(i * offset));
+                        Zone newDriverZone = new Zone(MainZoneImage, new Rectangle(tmpPos, FirstZoneSize));
+                        zonesToAdd.Add(newDriverZone);
+                        zonesImages.Add(newDriverZone.ZoneImage);
                     }
 
+                    //Parallel.For(0, NUMBER_OF_DRIVERS, i =>
+                    for (int i = 0; i < NUMBER_OF_DRIVERS; i++)
+                    {
+                        Zone newDriverZone = zonesToAdd[(int)i];
+                        Bitmap zoneImg = zonesImages[(int)i];
+
+                        newDriverZone.AddWindow(new DriverPositionWindow(zoneImg, new Rectangle(driverPositionPosition, driverPositionArea)));
+                        newDriverZone.AddWindow(new DriverGapToLeaderWindow(zoneImg, new Rectangle(driverGapToLeaderPosition, driverGapToLeaderArea)));
+                        newDriverZone.AddWindow(new DriverLapTimeWindow(zoneImg, new Rectangle(driverLapTimePosition, driverLapTimeArea)));
+                        newDriverZone.AddWindow(new DriverDrsWindow(zoneImg, new Rectangle(driverDrsPosition, driverDrsArea)));
+                        newDriverZone.AddWindow(new DriverTyresWindow(zoneImg, new Rectangle(driverTyresPosition, driverTyresArea)));
+                        newDriverZone.AddWindow(new DriverNameWindow(zoneImg, new Rectangle(driverNamePosition, driverNameArea)));
+                        newDriverZone.AddWindow(new DriverSector1Window(zoneImg, new Rectangle(driverSector1Position, driverSector1Area)));
+                        newDriverZone.AddWindow(new DriverSector2Window(zoneImg, new Rectangle(driverSector2Position, driverSector2Area)));
+                        newDriverZone.AddWindow(new DriverSector3Window(zoneImg, new Rectangle(driverSector3Position, driverSector3Area)));
+
+                        MainZone.AddZone(newDriverZone);
+                    }//);
                     //MessageBox.Show("We have a main zone with " + MainZone.Zones.Count() + " Driver zones with " + MainZone.Zones[4].Windows.Count() + " windows each and we have " + Drivers.Count + " drivers");
                     MainZones.Add(MainZone);
                 }
@@ -147,6 +171,10 @@ namespace OCR_Decode
                 MessageBox.Show("Invalid JSON format: " + ex.Message);
             }
         }
+        /// <summary>
+        /// Changes the zones and windows to the new image
+        /// </summary>
+        /// <param name="imageNumber">The #id of the new image on wich to do OCR</param>
         public void ChangeImage(int imageNumber)
         {
             Bitmap img = null;
@@ -168,14 +196,19 @@ namespace OCR_Decode
                 }
             }
         }
-        public string Decode(int idImage)
+        /// <summary>
+        /// Method that calls all the zones and windows to get the content they can find on the image to display them
+        /// </summary>
+        /// <param name="idImage">The id of the image we are working with</param>
+        /// <returns>a string representation of all the returns</returns>
+        public async Task<string> Decode(int idImage)
         {
             string result = "";
             ChangeImage(idImage);
-            List<List<Object>> mainResults = new List<List<Object>>();
+            List<DriverData> mainResults = new List<DriverData>();
 
             //Decode
-            for (int mainZoneId = 0; mainZoneId < MainZones.Count;mainZoneId ++)
+            for (int mainZoneId = 0; mainZoneId < MainZones.Count; mainZoneId++)
             {
                 switch (mainZoneId)
                 {
@@ -183,77 +216,41 @@ namespace OCR_Decode
                         //Main Zone
                         foreach (Zone z in MainZones[mainZoneId].Zones)
                         {
-                            mainResults.Add(z.Decode(Drivers));
+                            mainResults.Add(await z.Decode(Drivers));
                         }
                         break;
-                    //Next there will be the title and laps added
+                        //Next there could be a Title Zone and TrackInfoZone
                 }
-                
             }
 
             //Display
-            foreach (List<Object> objects in mainResults)
+            foreach (DriverData driver in mainResults)
             {
-                for (int objId = 0; objId < objects.Count; objId++)
-                {
-                    switch (objId)
-                    {
-                        case 0:
-                            //Position
-                            result += "Position : " + (int)objects[objId] + " ";
-                            break;
-                        case 1:
-                            //Gap
-                            result += "Gap to leader : " + ConvertMsToTime((int)objects[objId]) + " ";
-                            break;
-                        case 2:
-                            //LapTime
-                            result += "Lap time : " + ConvertMsToTime((int)objects[objId]) + " ";
-                            break;
-                        case 3:
-                            //DRS
-                            result += "DRS : " + (bool)objects[objId] + "";
-                            break;
-                        case 4:
-                            //Tyres
-                            Tyre tyre = (Tyre)objects[objId];
-                            result += "Uses " + tyre.Coumpound + " tyre for " + tyre.NumberOfLaps + " laps";
-                            break;
-                        case 5:
-                            //Name
-                            result += "Driver name : " + (string)objects[objId] + " ";
-                            break;
-                        case 6:
-                            //Sector 1
-                            result += "Sector 1 : " + ConvertMsToTime((int)objects[objId]) + " ";
-                            break;
-                        case 7:
-                            //Sector 1
-                            result += "Sector 2 : " + ConvertMsToTime((int)objects[objId]) + " ";
-                            break;
-                        case 8:
-                            //Sector 1
-                            result += "Sector 3 : " + ConvertMsToTime((int)objects[objId]) + " ";
-                            break;
-                        default:
-                            result += "Unknown source : " + objects[objId].ToString();
-                            break;
-                    }
-                    result += Environment.NewLine;
-                }
+                result += driver.ToString();
+                result += Environment.NewLine;
             }
 
             return result;
         }
+        /// <summary>
+        /// Method that can be used to convert an amount of miliseconds into a more readable human form
+        /// </summary>
+        /// <param name="amountOfMs">The given amount of miliseconds ton convert</param>
+        /// <returns>A human readable string that represents the ms</returns>
         public static string ConvertMsToTime(int amountOfMs)
         {
             //Convert.ToInt32 would round upand I dont want that
             int minuts = (int)((float)amountOfMs / (1000f * 60f));
-            int seconds = (int)((amountOfMs - (minuts*60f*1000f))/1000);
+            int seconds = (int)((amountOfMs - (minuts * 60f * 1000f)) / 1000);
             int ms = amountOfMs - ((minuts * 60 * 1000) + (seconds * 1000));
 
             return minuts + ":" + seconds.ToString("00") + ":" + ms.ToString("000");
         }
+        /// <summary>
+        /// Old method that can draw on an image where the windows and zones are created. mostly used for debugging
+        /// </summary>
+        /// <param name="idImage">the #id of the image we are working with</param>
+        /// <returns>the drawed bitmap</returns>
         public Bitmap Draw(int idImage)
         {
             Bitmap result;
@@ -274,12 +271,6 @@ namespace OCR_Decode
                 int count = 0;
                 foreach (Zone zz in z.Zones)
                 {
-                    string driverFolder = DEBUG_DUMP_FOLDER + "driver" + count + "\\";
-                    if (!Directory.Exists(driverFolder))
-                        Directory.CreateDirectory(driverFolder);
-
-                    zz.ZoneImage.Save(driverFolder + "FullImage.png");
-
                     g.DrawRectangle(Pens.Red, z.Bounds);
                     foreach (Window w in zz.Windows)
                     {

OCR_Decode/Window.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : Window.cs
+/// Brief : Parent for futur windows and framework for the childrens
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -16,17 +22,18 @@ namespace OCR_Decode
         private Rectangle _bounds;
         private Bitmap _image;
         private string _name;
-        protected static TesseractEngine Engine;
+        protected TesseractEngine Engine;
         public Rectangle Bounds { get => _bounds; private set => _bounds = value; }
         public Bitmap Image { get => _image; set => _image = value; }
         public string Name { get => _name; protected set => _name = value; }
-
+        //This will have to be changed if you want to make it run on your machine
         public static DirectoryInfo TESS_DATA_FOLDER = new DirectoryInfo(@"C:\Users\Moi\Pictures\SeleniumScreens\TessData");
 
         public Bitmap WindowImage
         {
             get
             {
+                //This little trickery lets you have the image that the window sees
                 Bitmap sample = new Bitmap(Bounds.Width, Bounds.Height);
                 Graphics g = Graphics.FromImage(sample);
                 g.DrawImage(Image, new Rectangle(0, 0, sample.Width, sample.Height), Bounds, GraphicsUnit.Pixel);
@@ -37,40 +44,64 @@ namespace OCR_Decode
         {
             Image = image;
             Bounds = bounds;
-
             Engine = new TesseractEngine(TESS_DATA_FOLDER.FullName, "eng", EngineMode.Default);
             Engine.DefaultPageSegMode = PageSegMode.SingleLine;
         }
-        public virtual Object DecodePng()
+        /// <summary>
+        /// Method that will have to be used by the childrens to let the model make them decode the images they have
+        /// </summary>
+        /// <returns>Returns an object because we dont know what kind of return it will be</returns>
+        public virtual async Task<Object> DecodePng()
         {
             return "NaN";
         }
-        public virtual Object DecodePng(List<string> drivers)
+        /// <summary>
+        /// Method that will have to be used by the childrens to let the model make them decode the images they have
+        /// </summary>
+        /// <param name="driverList">This is a list of the different possible drivers in the race. It should not be too big but NEVER be too short</param>
+        /// <returns>Returns an object because we dont know what kind of return it will be</returns>
+        public virtual async Task<Object> DecodePng(List<string> driverList)
         {
             return "NaN";
         }
-        public static byte[] ImageToByte(Image img)
+        /// <summary>
+        /// This converts an image into a byte[]. It can be usefull when doing unsafe stuff. Use at your own risks
+        /// </summary>
+        /// <param name="inputImage">The image you want to convert</param>
+        /// <returns>A byte array containing the image informations</returns>
+        public static byte[] ImageToByte(Image inputImage)
         {
             using (var stream = new MemoryStream())
             {
-                img.Save(stream, System.Drawing.Imaging.ImageFormat.Png);
+                inputImage.Save(stream, System.Drawing.Imaging.ImageFormat.Png);
                 return stream.ToArray();
             }
         }
-        public static int GetTimeFromPng(Bitmap wImage,OcrImage.WindowType type)
+        /// <summary>
+        /// This method is used to recover a time from a PNG using Tesseract OCR
+        /// </summary>
+        /// <param name="windowImage">The image where the text is</param>
+        /// <param name="windowType">The type of window it is</param>
+        /// <param name="Engine">The Tesseract Engine</param>
+        /// <returns>The time in milliseconds</returns>
+        public static async Task<int> GetTimeFromPng(Bitmap windowImage,OcrImage.WindowType windowType, TesseractEngine Engine)
         {
+            //Kind of a big method but it has a lot of error handling and has to work with three special cases
             string rawResult = "";
             int result = 0;
 
-            switch (type)
+            switch (windowType)
             {
                 case OcrImage.WindowType.Sector:
+                    //The usual sector is in this form : 33.456
                     Engine.SetVariable("tessedit_char_whitelist", "0123456789.");
                     break;
                 case OcrImage.WindowType.LapTime:
+                    //The usual Lap time is in this form : 1:45:345
                     Engine.SetVariable("tessedit_char_whitelist", "0123456789.:");
                     break;
                 case OcrImage.WindowType.Gap:
+                    //The usual Gap is in this form : + 34.567
                     Engine.SetVariable("tessedit_char_whitelist", "0123456789.+");
                     break;
                 default:
@@ -79,7 +110,7 @@ namespace OCR_Decode
             }
             
 
-            Bitmap enhancedImage = new OcrImage(wImage).Enhance(type);
+            Bitmap enhancedImage = new OcrImage(windowImage).Enhance(windowType);
 
             var tessImage = Pix.LoadFromMemory(ImageToByte(enhancedImage));
 
@@ -104,12 +135,10 @@ namespace OCR_Decode
                 } while (iter.Next(PageIteratorLevel.Word));
             }
 
-            enhancedImage.Save(Reader.DEBUG_DUMP_FOLDER + Regex.Replace(rawResult, "[^0-9A-Za-z]", "") + ".png");
-
             List<string> rawNumbers;
 
-            //In the gaps we can find '+' but we dont care about it its redondant
-            if(type == OcrImage.WindowType.Gap)
+            //In the gaps we can find '+' but we dont care about it its redondant a driver will never be - something
+            if(windowType == OcrImage.WindowType.Gap)
                 rawResult = Regex.Replace(rawResult, "[^0-9.:]", "");
 
             //Splits into minuts seconds miliseconds
@@ -128,6 +157,17 @@ namespace OCR_Decode
                 {
                     //ss:ms
                     result = (Convert.ToInt32(rawNumbers[0]) * 1000) + Convert.ToInt32(rawNumbers[1]);
+
+                    if (result > 999999)
+                    {
+                        //We know that we have way too much seconds to make a minut
+                        //Its usually because the ":" have been interpreted as a number
+                        int minuts = (int)(rawNumbers[0][0] - '0');
+                        // rawNumbers[0][1] should contain the : that has been mistaken
+                        int seconds = Convert.ToInt32(rawNumbers[0][2].ToString() + rawNumbers[0][3].ToString());
+                        int ms = Convert.ToInt32(rawNumbers[1]);
+                        result = (Convert.ToInt32(minuts) * 1000 * 60) + (Convert.ToInt32(seconds) * 1000) + Convert.ToInt32(ms);
+                    }
                 }
                 else
                 {
@@ -153,13 +193,21 @@ namespace OCR_Decode
             page.Dispose();
             return result;
         }
-        public static string GetStringFromPng(Bitmap image,string allowedChars = "",OcrImage.WindowType windowType = OcrImage.WindowType.Text)
+        /// <summary>
+        /// Method that recovers strings from an image using Tesseract OCR
+        /// </summary>
+        /// <param name="WindowImage">The image of the window that contains text</param>
+        /// <param name="Engine">The Tesseract engine</param>
+        /// <param name="allowedChars">The list of allowed chars</param>
+        /// <param name="windowType">The type of window the text is on. Depending on the context the OCR will behave differently</param>
+        /// <returns>the string it found</returns>
+        public static async Task<string> GetStringFromPng(Bitmap WindowImage, TesseractEngine Engine, string allowedChars = "",OcrImage.WindowType windowType = OcrImage.WindowType.Text)
         {
             string result = "";
 
             Engine.SetVariable("tessedit_char_whitelist", allowedChars);
 
-            Bitmap rawData = image;
+            Bitmap rawData = WindowImage;
             Bitmap enhancedImage = new OcrImage(rawData).Enhance(windowType);
 
             Page page = Engine.Process(enhancedImage);
@@ -170,35 +218,37 @@ namespace OCR_Decode
                 {
                     result += iter.GetText(PageIteratorLevel.Word);
                 } while (iter.Next(PageIteratorLevel.Word));
-            }
-            if (allowedChars.Contains("S"))
-            {
-                enhancedImage.Save(Reader.DEBUG_DUMP_FOLDER + "Tyre" + result +".png");
-            }
-            else
-            {
-                enhancedImage.Save(Reader.DEBUG_DUMP_FOLDER + result +".png");
-            }
-           
-
+            }    
             page.Dispose();
             return result;
         }
-        protected Bitmap GetSmallBitmapFromBigOne(Bitmap bmp, Rectangle rectangle)
+        /// <summary>
+        /// Get a smaller image from a bigger one
+        /// </summary>
+        /// <param name="inputBitmap">The big bitmap you want to get a part of</param>
+        /// <param name="newBitmapDimensions">The dimensions of the new bitmap</param>
+        /// <returns>The little bitmap</returns>
+        protected Bitmap GetSmallBitmapFromBigOne(Bitmap inputBitmap, Rectangle newBitmapDimensions)
         {
-            Bitmap sample = new Bitmap(rectangle.Width, rectangle.Height);
+            Bitmap sample = new Bitmap(newBitmapDimensions.Width, newBitmapDimensions.Height);
             Graphics g = Graphics.FromImage(sample);
-            g.DrawImage(bmp, new Rectangle(0, 0, sample.Width, sample.Height), rectangle, GraphicsUnit.Pixel);
+            g.DrawImage(inputBitmap, new Rectangle(0, 0, sample.Width, sample.Height), newBitmapDimensions, GraphicsUnit.Pixel);
             return sample;
         }
-        protected static string FindClosestMatch(List<string> array, string target)
+        /// <summary>
+        /// Returns the closest string from a list of options
+        /// </summary>
+        /// <param name="options">an array of all the possibilities</param>
+        /// <param name="testString">the string you want to compare</param>
+        /// <returns>The closest option</returns>
+        protected static string FindClosestMatch(List<string> options, string testString)
         {
             var closestMatch = "";
             var closestDistance = int.MaxValue;
 
-            foreach (var item in array)
+            foreach (var item in options)
             {
-                var distance = LevenshteinDistance(item, target);
+                var distance = LevenshteinDistance(item, testString);
                 if (distance < closestDistance)
                 {
                     closestMatch = item;
@@ -208,39 +258,45 @@ namespace OCR_Decode
             return closestMatch;
         }
         //This method has been generated with the help of ChatGPT
-        protected static int LevenshteinDistance(string s1, string s2)
+        /// <summary>
+        /// Method that computes a score of distance between two strings
+        /// </summary>
+        /// <param name="string1">The first string (order irrelevant)</param>
+        /// <param name="string2">The second string (order irrelevant)</param>
+        /// <returns>The levenshtein distance</returns>
+        protected static int LevenshteinDistance(string string1, string string2)
         {
-            if (string.IsNullOrEmpty(s1))
+            if (string.IsNullOrEmpty(string1))
             {
-                return string.IsNullOrEmpty(s2) ? 0 : s2.Length;
+                return string.IsNullOrEmpty(string2) ? 0 : string2.Length;
             }
 
-            if (string.IsNullOrEmpty(s2))
+            if (string.IsNullOrEmpty(string2))
             {
-                return string.IsNullOrEmpty(s1) ? 0 : s1.Length;
+                return string.IsNullOrEmpty(string1) ? 0 : string1.Length;
             }
 
-            var d = new int[s1.Length + 1, s2.Length + 1];
-            for (var i = 0; i <= s1.Length; i++)
+            var d = new int[string1.Length + 1, string2.Length + 1];
+            for (var i = 0; i <= string1.Length; i++)
             {
                 d[i, 0] = i;
             }
 
-            for (var j = 0; j <= s2.Length; j++)
+            for (var j = 0; j <= string2.Length; j++)
             {
                 d[0, j] = j;
             }
 
-            for (var i = 1; i <= s1.Length; i++)
+            for (var i = 1; i <= string1.Length; i++)
             {
-                for (var j = 1; j <= s2.Length; j++)
+                for (var j = 1; j <= string2.Length; j++)
                 {
-                    var cost = (s1[i - 1] == s2[j - 1]) ? 0 : 1;
+                    var cost = (string1[i - 1] == string2[j - 1]) ? 0 : 1;
                     d[i, j] = Math.Min(Math.Min(d[i - 1, j] + 1, d[i, j - 1] + 1), d[i - 1, j - 1] + cost);
                 }
             }
 
-            return d[s1.Length, s2.Length];
+            return d[string1.Length, string2.Length];
         }
     }
 }

OCR_Decode/Zone.cs

@@ -62,20 +62,30 @@ namespace OCR_Decode
         {
             Windows.Add(window);
         }
-        public virtual List<Object> Decode(List<string> drivers)
+        public virtual async Task<DriverData> Decode(List<string> drivers)
         {
-            List<Object> result = new List<Object>();
-            foreach (Window w in Windows)
+            DriverData result = new DriverData();
+            Parallel.ForEach(Windows,async w =>
             {
                 if (w is DriverNameWindow)
-                {
-                    result.Add((w as DriverNameWindow).DecodePng(drivers));
-                }
-                else
-                {
-                    result.Add(w.DecodePng());
-                }
-            }
+                    result.Name = (string)await (w as DriverNameWindow).DecodePng(drivers);
+                if (w is DriverDrsWindow)
+                    result.DRS = (bool)await (w as DriverDrsWindow).DecodePng();
+                if (w is DriverGapToLeaderWindow)
+                    result.GapToLeader = (int)await (w as DriverGapToLeaderWindow).DecodePng();
+                if (w is DriverLapTimeWindow)
+                    result.LapTime = (int)await (w as DriverLapTimeWindow).DecodePng();
+                if (w is DriverPositionWindow)
+                    result.Position = (int)await (w as DriverPositionWindow).DecodePng();
+                if (w is DriverSector1Window)
+                    result.Sector1 = (int)await (w as DriverSector1Window).DecodePng();
+                if (w is DriverSector2Window)
+                    result.Sector2 = (int)await (w as DriverSector2Window).DecodePng();
+                if (w is DriverSector3Window)
+                    result.Sector3 = (int)await (w as DriverSector3Window).DecodePng();
+                if (w is DriverTyresWindow)
+                    result.CurrentTyre = (Tyre)await (w as DriverTyresWindow).DecodePng();
+            });
             return result;
         }
     }

ReadMe.md

@@ -1,3 +1,9 @@
 # OCR decode
 
-Project that takes config files in the JSON format and decodes screenshots from the F1TV data channel.
+Project that takes config files in the JSON format and decodes screenshots from the F1TV data channel.
+
+If you want to use it go change thoses variables :
+
+Reader.cs "DEBUG_DUMP_FOLDER"
+Window.cs "TESS_DATA_FOLDER"
+