cleaned the rest of the files

OCR_Decode/DriverData.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverData.cs
+/// Brief : File that contains strcutures to store the found data
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -42,6 +48,10 @@ namespace OCR_Decode
             Sector3 = -1;
             CurrentTyre = new Tyre(Tyre.Type.Undefined,-1);
         }
+        /// <summary>
+        /// Method that displays all the data found in a string
+        /// </summary>
+        /// <returns>string containing all the driver datas</returns>
         public override string ToString()
         {
             string result = "";
@@ -68,8 +78,10 @@ namespace OCR_Decode
             return result;
         }
     }
+    //Structure to store tyres infos
     public struct Tyre
     {
+        //If new tyres were to be added you will have to need to change this enum
         public enum Type
         {
             Soft,

OCR_Decode/DriverGapToLeaderWindow.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverGapToLeaderWindow.cs
+/// Brief : Window that contains infos about the driver Gap to leader 
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -14,6 +20,10 @@ namespace OCR_Decode
         {
             Name = "Gap to leader";
         }
+        /// <summary>
+        /// Decodes the gap to leader using Tesseract OCR 
+        /// </summary>
+        /// <returns></returns>
         public override async Task<object> DecodePng()
         {
             int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Gap, Engine);

OCR_Decode/DriverLapTimeWindow.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverLapTimeWindow.cs
+/// Brief : Window that contains infos about a laptime of the driver 
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -14,6 +20,10 @@ namespace OCR_Decode
         {
             Name = "Lap time";
         }
+        /// <summary>
+        /// Decodes the lap time contained in the image using OCR Tesseract
+        /// </summary>
+        /// <returns>The laptime in int (ms)</returns>
         public override async Task<object> DecodePng()
         {
             int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.LapTime,Engine);

OCR_Decode/DriverNameWindow.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverNameWindow.cs
+/// Brief : Window that contains infos about the driver name in it 
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -15,6 +21,11 @@ namespace OCR_Decode
         {
             Name = "Name";
         }
+        /// <summary>
+        /// Decodes using OCR wich driver name is in the image
+        /// </summary>
+        /// <param name="DriverList"></param>
+        /// <returns>The driver name in string</returns>
         public override async Task<object> DecodePng(List<string> DriverList)
         {
             string result = "";
@@ -27,11 +38,17 @@ namespace OCR_Decode
             }
             return result;
         }
-        private static bool IsADriver(List<string> drivers, string potentialDriver)
+        /// <summary>
+        /// Verifies that the name found in the OCR is a valid name
+        /// </summary>
+        /// <param name="driverList"></param>
+        /// <param name="potentialDriver"></param>
+        /// <returns>If ye or no the driver exists</returns>
+        private static bool IsADriver(List<string> driverList, string potentialDriver)
         {
             bool result = false;
             //I cant use drivers.Contains because it has missmatched cases and all
-            foreach (string name in drivers)
+            foreach (string name in driverList)
             {
                 if (name.ToUpper() == potentialDriver.ToUpper())
                     result = true;

OCR_Decode/DriverPositionWindow.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverPositionWindow.cs
+/// Brief : Window that contains infos about a driver position
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -14,19 +20,22 @@ namespace OCR_Decode
         {
             Name = "Position";
         }
+        /// <summary>
+        /// Decodes the position number using Tesseract OCR
+        /// </summary>
+        /// <returns>The position of the pilot in int</returns>
         public override async Task<object> DecodePng()
         {
-            string result = await GetStringFromPng(WindowImage,Engine, "0123456789");
+            string ocrResult = await GetStringFromPng(WindowImage,Engine, "0123456789");
 
             int position;
             try
             {
-                position = Convert.ToInt32(result);
+                position = Convert.ToInt32(ocrResult);
             }
             catch
             {
                 position = -1;
-                //WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "FailedPosition" + ".png");
             }
             return position;
         }

OCR_Decode/DriverSector1Window.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverSector1Window.cs
+/// Brief : Window that contains infos about the first sector of a driver
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -14,10 +20,14 @@ namespace OCR_Decode
         {
             Name = "Sector 1";
         }
+        /// <summary>
+        /// Decodes the sector
+        /// </summary>
+        /// <returns>the sector time in int (ms)</returns>
         public override async Task<object> DecodePng()
         {
-            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector, Engine);
-            return result;
+            int ocrResult = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector, Engine);
+            return ocrResult;
         }
     }
 }

OCR_Decode/DriverSector2Window.cs

@@ -1,4 +1,11 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverSector2Window.cs
+/// Brief : Window that contains infos about the second sector of a driver
+/// Version : 0.1
+
+
+using System;
 using System.Collections.Generic;
 using System.Drawing;
 using System.Linq;
@@ -14,10 +21,14 @@ namespace OCR_Decode
         {
             Name = "Sector 2";
         }
+        /// <summary>
+        /// Decodes the sector
+        /// </summary>
+        /// <returns>the sector time in int (ms)</returns>
         public override async Task<object> DecodePng()
         {
-            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
-            return result;
+            int ocrResult = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
+            return ocrResult;
         }
     }
 }

OCR_Decode/DriverSector3Window.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverSector3Window.cs
+/// Brief : Window that contains infos about the third sector of a driver
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Diagnostics;
 using System.Drawing;
@@ -15,10 +21,14 @@ namespace OCR_Decode
         {
             Name = "Sector 3";
         }
+        /// <summary>
+        /// Decodes the sector
+        /// </summary>
+        /// <returns>the sector time in int (ms)</returns>
         public override async Task<object> DecodePng()
         {
-            int result = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
-            return result;
+            int ocrResult = await GetTimeFromPng(WindowImage, OcrImage.WindowType.Sector,Engine);
+            return ocrResult;
         }
     }
 }

OCR_Decode/DriverTyresWindow.cs

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : DriverTyresWindow.cs
+/// Brief : Window that contains infos about tyres and that can decode them
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Diagnostics;
 using System.Drawing;
@@ -12,60 +18,39 @@ namespace OCR_Decode
     internal class DriverTyresWindow : Window
     {
         private static Random rnd = new Random();
+        int seed = rnd.Next(0,10000);
 
+        //Those are the colors I found but you can change them if they change in the future like in 2019
         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 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";
         }
+        /// <summary>
+        /// This will decode the content of the image
+        /// </summary>
+        /// <returns>And object containing what was on the image</returns>
         public override async Task<object> DecodePng()
         {
-            //WindowImage.Save(Reader.DEBUG_DUMP_FOLDER + "testTyres" + rnd.Next(0, 1000) + ".png");
             return await GetTyreInfos();
         }
+        /// <summary>
+        /// Method that will decode whats on the image and return the tyre infos it could manage to recover
+        /// </summary>
+        /// <returns>A tyre object containing tyre infos</returns>
         private async Task<Tyre> GetTyreInfos()
         {
             Bitmap tyreZone = GetSmallBitmapFromBigOne(WindowImage, FindTyreZone());
-
-            //tyreZone.Save(Reader.DEBUG_DUMP_FOLDER + "ZONE" + ".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 = await GetStringFromPng(tyreZone,Engine, "SMHIW", OcrImage.WindowType.Tyre);
-            if (text.Length == 1 && text != "")
-            {
-                //We found a tire letter
-                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 = await GetStringFromPng(tyreZone, Engine, "0123456789", OcrImage.WindowType.Tyre);
             try
             {
@@ -73,14 +58,16 @@ namespace OCR_Decode
             }
             catch
             {
-                    laps = -1;
+                //We could not convert the number so its a letter so its 0 laps old
+                laps = 0;
             }
-                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);
         }
+        /// <summary>
+        /// Finds where the important part of the image is
+        /// </summary>
+        /// <returns>A rectangle containing position and dimensions of the important part of the image</returns>
         private Rectangle FindTyreZone()
         {
             Bitmap bmp = WindowImage;
@@ -106,15 +93,23 @@ namespace OCR_Decode
             return new Rectangle(CorrectedX, CorrectedY, newWindowSize.Width, newWindowSize.Height);
         }
         //This method has been created with the help of chatGPT
+        /// <summary>
+        /// Methods that compares a list of colors to see wich is the closest from the input color and decide wich tyre type it is
+        /// </summary>
+        /// <param name="inputColor">The color that you found</param>
+        /// <returns>The tyre type</returns>
         public Tyre.Type GetTyreTypeFromColor(Color inputColor)
         {
             Tyre.Type type = Tyre.Type.Undefined;
             List<Color> colors = new List<Color>();
+            //dont forget that if for some reason someday F1 adds a new Tyre type you will need to add it in the constants but also here in the list
+            //You will also need to add it below in the Tyre object's enum and add an if in the end of this method
             colors.Add(SOFT_TYRE_COLOR);
             colors.Add(MEDIUM_TYRE_COLOR);
             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;
@@ -139,6 +134,8 @@ 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;
         }

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 = Tresholding(result, 185);
-                    result = Resize(result);
-                    result = Resize(result);
-                    result = Dilatation(result,1);
-                    result = Erode(result,1);
+                    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
+                    {
+                        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
+                    {
+                        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;
@@ -23,7 +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;
 
@@ -33,6 +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>();
@@ -159,6 +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;
@@ -180,6 +196,11 @@ namespace OCR_Decode
                 }
             }
         }
+        /// <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 = "";
@@ -198,9 +219,8 @@ namespace OCR_Decode
                             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
@@ -212,6 +232,11 @@ namespace OCR_Decode
 
             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
@@ -221,6 +246,11 @@ namespace OCR_Decode
 
             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;
@@ -241,12 +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;
@@ -20,13 +26,14 @@ namespace OCR_Decode
         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);
@@ -40,36 +47,61 @@ namespace OCR_Decode
             Engine = new TesseractEngine(TESS_DATA_FOLDER.FullName, "eng", EngineMode.Default);
             Engine.DefaultPageSegMode = PageSegMode.SingleLine;
         }
+        /// <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 async Task<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 async Task<int> GetTimeFromPng(Bitmap wImage,OcrImage.WindowType type, TesseractEngine Engine)
+        /// <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:
@@ -78,7 +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));
 
@@ -103,12 +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
@@ -127,6 +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
                 {
@@ -152,13 +193,21 @@ namespace OCR_Decode
             page.Dispose();
             return result;
         }
-        public static async Task<string> GetStringFromPng(Bitmap image, TesseractEngine Engine, 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);
@@ -170,34 +219,36 @@ 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;
@@ -207,39 +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

@@ -1,4 +1,10 @@
-using System;
+/// Author : Maxime Rohmer
+/// Date : 25/04/2023
+/// File : Zone.cs
+/// Brief : Parent for futur zones and the that contains all the usefull methods for any zone
+/// Version : 0.1
+
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -18,6 +24,7 @@ namespace OCR_Decode
         {
             get
             {
+                //This little trickery lets you have the image that the zone 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);
@@ -29,6 +36,7 @@ namespace OCR_Decode
             get { return _image; }
             set
             {
+                //It automatically sets the image for the contained windows and zones
                 _image = Image;
                 foreach (Window w in Windows)
                 {
@@ -54,21 +62,35 @@ namespace OCR_Decode
             _image = image;
             Bounds = bounds;  
         }
+        /// <summary>
+        /// Adds a zone to the list of zones
+        /// </summary>
+        /// <param name="zone">The zone you want to add</param>
         public virtual void AddZone(Zone zone)
         {
             Zones.Add(zone);
         }
+        /// <summary>
+        /// Add a window to the list of windows
+        /// </summary>
+        /// <param name="window">the window you want to add</param>
         public virtual void AddWindow(Window window)
         {
             Windows.Add(window);
         }
-        public virtual async Task<DriverData> Decode(List<string> drivers)
+        /// <summary>
+        /// Calls all the windows to do OCR and to give back the results so we can send them to the model
+        /// </summary>
+        /// <param name="driverList">A list of all the driver in the race to help with text recognition</param>
+        /// <returns>A driver data object that contains all the infos about a driver</returns>
+        public virtual async Task<DriverData> Decode(List<string> driverList)
         {
             DriverData result = new DriverData();
             Parallel.ForEach(Windows,async w =>
             {
+                // A switch would be prettier but I dont think its supported in this C# version
                 if (w is DriverNameWindow)
-                    result.Name = (string)await (w as DriverNameWindow).DecodePng(drivers);
+                    result.Name = (string)await (w as DriverNameWindow).DecodePng(driverList);
                 if (w is DriverDrsWindow)
                     result.DRS = (bool)await (w as DriverDrsWindow).DecodePng();
                 if (w is DriverGapToLeaderWindow)

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.
+
+If you want to use it go change thoses variables :
+
+Reader.cs "DEBUG_DUMP_FOLDER"
+Window.cs "TESS_DATA_FOLDER"
+