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Articles / Artificial Intelligence / Machine Learning

Library for online handwriting recognition system using UNIPEN database.

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4.94/5 (34 votes)
2 May 2012CPOL9 min read 104K   17K   88  
a library for handwriting recognition system which can recognize 99% to digit or 90% to capital letter+ digit
namespace NNControl
{
    partial class TrainingParametersForm
    {
        /// <summary>
        /// Required designer variable.
        /// </summary>
        private System.ComponentModel.IContainer components = null;

        /// <summary>
        /// Clean up any resources being used.
        /// </summary>
        /// <param name="disposing">true if managed resources should be disposed; otherwise, false.</param>
        protected override void Dispose(bool disposing)
        {
            if (disposing && (components != null))
            {
                components.Dispose();
            }
            base.Dispose(disposing);
        }

        #region Windows Form Designer generated code

        /// <summary>
        /// Required method for Designer support - do not modify
        /// the contents of this method with the code editor.
        /// </summary>
        private void InitializeComponent()
        {
            this.groupBox1 = new System.Windows.Forms.GroupBox();
            this.btCancel = new System.Windows.Forms.Button();
            this.btTrain = new System.Windows.Forms.Button();
            this.cbUseDistortions = new System.Windows.Forms.CheckBox();
            this.tbElasticScaling = new System.Windows.Forms.TextBox();
            this.tbElasticSigma = new System.Windows.Forms.TextBox();
            this.tbMaxRotation = new System.Windows.Forms.TextBox();
            this.tbSeverityFactor = new System.Windows.Forms.TextBox();
            this.tbWeightSaveErrorThreshold = new System.Windows.Forms.TextBox();
            this.tbMaxScaling = new System.Windows.Forms.TextBox();
            this.tbTrainingRateDecay = new System.Windows.Forms.TextBox();
            this.tbMinLearningRate = new System.Windows.Forms.TextBox();
            this.tbInitialLearningRate = new System.Windows.Forms.TextBox();
            this.udSameDistortions = new System.Windows.Forms.NumericUpDown();
            this.udAfterNEpochs = new System.Windows.Forms.NumericUpDown();
            this.udNumofEpochs = new System.Windows.Forms.NumericUpDown();
            this.label11 = new System.Windows.Forms.Label();
            this.label10 = new System.Windows.Forms.Label();
            this.label9 = new System.Windows.Forms.Label();
            this.label8 = new System.Windows.Forms.Label();
            this.label7 = new System.Windows.Forms.Label();
            this.label12 = new System.Windows.Forms.Label();
            this.label6 = new System.Windows.Forms.Label();
            this.label5 = new System.Windows.Forms.Label();
            this.label4 = new System.Windows.Forms.Label();
            this.label3 = new System.Windows.Forms.Label();
            this.label2 = new System.Windows.Forms.Label();
            this.label1 = new System.Windows.Forms.Label();
            this.udDistotionEpochs = new System.Windows.Forms.NumericUpDown();
            this.label13 = new System.Windows.Forms.Label();
            this.groupBox1.SuspendLayout();
            ((System.ComponentModel.ISupportInitialize)(this.udSameDistortions)).BeginInit();
            ((System.ComponentModel.ISupportInitialize)(this.udAfterNEpochs)).BeginInit();
            ((System.ComponentModel.ISupportInitialize)(this.udNumofEpochs)).BeginInit();
            ((System.ComponentModel.ISupportInitialize)(this.udDistotionEpochs)).BeginInit();
            this.SuspendLayout();
            // 
            // groupBox1
            // 
            this.groupBox1.Controls.Add(this.btCancel);
            this.groupBox1.Controls.Add(this.btTrain);
            this.groupBox1.Controls.Add(this.cbUseDistortions);
            this.groupBox1.Controls.Add(this.tbElasticScaling);
            this.groupBox1.Controls.Add(this.tbElasticSigma);
            this.groupBox1.Controls.Add(this.tbMaxRotation);
            this.groupBox1.Controls.Add(this.tbSeverityFactor);
            this.groupBox1.Controls.Add(this.tbWeightSaveErrorThreshold);
            this.groupBox1.Controls.Add(this.tbMaxScaling);
            this.groupBox1.Controls.Add(this.tbTrainingRateDecay);
            this.groupBox1.Controls.Add(this.tbMinLearningRate);
            this.groupBox1.Controls.Add(this.tbInitialLearningRate);
            this.groupBox1.Controls.Add(this.udDistotionEpochs);
            this.groupBox1.Controls.Add(this.udSameDistortions);
            this.groupBox1.Controls.Add(this.udAfterNEpochs);
            this.groupBox1.Controls.Add(this.udNumofEpochs);
            this.groupBox1.Controls.Add(this.label11);
            this.groupBox1.Controls.Add(this.label13);
            this.groupBox1.Controls.Add(this.label10);
            this.groupBox1.Controls.Add(this.label9);
            this.groupBox1.Controls.Add(this.label8);
            this.groupBox1.Controls.Add(this.label7);
            this.groupBox1.Controls.Add(this.label12);
            this.groupBox1.Controls.Add(this.label6);
            this.groupBox1.Controls.Add(this.label5);
            this.groupBox1.Controls.Add(this.label4);
            this.groupBox1.Controls.Add(this.label3);
            this.groupBox1.Controls.Add(this.label2);
            this.groupBox1.Controls.Add(this.label1);
            this.groupBox1.Dock = System.Windows.Forms.DockStyle.Fill;
            this.groupBox1.Location = new System.Drawing.Point(0, 0);
            this.groupBox1.Name = "groupBox1";
            this.groupBox1.Size = new System.Drawing.Size(357, 441);
            this.groupBox1.TabIndex = 0;
            this.groupBox1.TabStop = false;
            // 
            // btCancel
            // 
            this.btCancel.DialogResult = System.Windows.Forms.DialogResult.Cancel;
            this.btCancel.Location = new System.Drawing.Point(192, 412);
            this.btCancel.Name = "btCancel";
            this.btCancel.Size = new System.Drawing.Size(75, 23);
            this.btCancel.TabIndex = 4;
            this.btCancel.Text = "Cancel";
            this.btCancel.UseVisualStyleBackColor = true;
            // 
            // btTrain
            // 
            this.btTrain.Location = new System.Drawing.Point(81, 412);
            this.btTrain.Name = "btTrain";
            this.btTrain.Size = new System.Drawing.Size(75, 23);
            this.btTrain.TabIndex = 4;
            this.btTrain.Text = "Train";
            this.btTrain.UseVisualStyleBackColor = true;
            this.btTrain.Click += new System.EventHandler(this.btTrain_Click);
            // 
            // cbUseDistortions
            // 
            this.cbUseDistortions.AutoSize = true;
            this.cbUseDistortions.Location = new System.Drawing.Point(25, 380);
            this.cbUseDistortions.Name = "cbUseDistortions";
            this.cbUseDistortions.Size = new System.Drawing.Size(95, 17);
            this.cbUseDistortions.TabIndex = 3;
            this.cbUseDistortions.Text = "Use distortions";
            this.cbUseDistortions.UseVisualStyleBackColor = true;
            // 
            // tbElasticScaling
            // 
            this.tbElasticScaling.Location = new System.Drawing.Point(228, 349);
            this.tbElasticScaling.Name = "tbElasticScaling";
            this.tbElasticScaling.Size = new System.Drawing.Size(100, 20);
            this.tbElasticScaling.TabIndex = 2;
            // 
            // tbElasticSigma
            // 
            this.tbElasticSigma.Location = new System.Drawing.Point(228, 321);
            this.tbElasticSigma.Name = "tbElasticSigma";
            this.tbElasticSigma.Size = new System.Drawing.Size(100, 20);
            this.tbElasticSigma.TabIndex = 2;
            // 
            // tbMaxRotation
            // 
            this.tbMaxRotation.Location = new System.Drawing.Point(228, 267);
            this.tbMaxRotation.Name = "tbMaxRotation";
            this.tbMaxRotation.Size = new System.Drawing.Size(100, 20);
            this.tbMaxRotation.TabIndex = 2;
            // 
            // tbSeverityFactor
            // 
            this.tbSeverityFactor.Location = new System.Drawing.Point(228, 238);
            this.tbSeverityFactor.Name = "tbSeverityFactor";
            this.tbSeverityFactor.Size = new System.Drawing.Size(100, 20);
            this.tbSeverityFactor.TabIndex = 2;
            // 
            // tbWeightSaveErrorThreshold
            // 
            this.tbWeightSaveErrorThreshold.Location = new System.Drawing.Point(228, 180);
            this.tbWeightSaveErrorThreshold.Name = "tbWeightSaveErrorThreshold";
            this.tbWeightSaveErrorThreshold.Size = new System.Drawing.Size(100, 20);
            this.tbWeightSaveErrorThreshold.TabIndex = 2;
            // 
            // tbMaxScaling
            // 
            this.tbMaxScaling.Location = new System.Drawing.Point(228, 293);
            this.tbMaxScaling.Name = "tbMaxScaling";
            this.tbMaxScaling.Size = new System.Drawing.Size(100, 20);
            this.tbMaxScaling.TabIndex = 2;
            // 
            // tbTrainingRateDecay
            // 
            this.tbTrainingRateDecay.Location = new System.Drawing.Point(228, 122);
            this.tbTrainingRateDecay.Name = "tbTrainingRateDecay";
            this.tbTrainingRateDecay.Size = new System.Drawing.Size(100, 20);
            this.tbTrainingRateDecay.TabIndex = 2;
            // 
            // tbMinLearningRate
            // 
            this.tbMinLearningRate.Location = new System.Drawing.Point(228, 93);
            this.tbMinLearningRate.Name = "tbMinLearningRate";
            this.tbMinLearningRate.Size = new System.Drawing.Size(100, 20);
            this.tbMinLearningRate.TabIndex = 2;
            // 
            // tbInitialLearningRate
            // 
            this.tbInitialLearningRate.Location = new System.Drawing.Point(228, 64);
            this.tbInitialLearningRate.Name = "tbInitialLearningRate";
            this.tbInitialLearningRate.Size = new System.Drawing.Size(100, 20);
            this.tbInitialLearningRate.TabIndex = 2;
            // 
            // udSameDistortions
            // 
            this.udSameDistortions.Location = new System.Drawing.Point(250, 210);
            this.udSameDistortions.Name = "udSameDistortions";
            this.udSameDistortions.Size = new System.Drawing.Size(78, 20);
            this.udSameDistortions.TabIndex = 1;
            // 
            // udAfterNEpochs
            // 
            this.udAfterNEpochs.Location = new System.Drawing.Point(250, 152);
            this.udAfterNEpochs.Name = "udAfterNEpochs";
            this.udAfterNEpochs.Size = new System.Drawing.Size(78, 20);
            this.udAfterNEpochs.TabIndex = 1;
            // 
            // udNumofEpochs
            // 
            this.udNumofEpochs.Location = new System.Drawing.Point(250, 36);
            this.udNumofEpochs.Name = "udNumofEpochs";
            this.udNumofEpochs.Size = new System.Drawing.Size(78, 20);
            this.udNumofEpochs.TabIndex = 1;
            // 
            // label11
            // 
            this.label11.AutoSize = true;
            this.label11.Location = new System.Drawing.Point(22, 352);
            this.label11.Name = "label11";
            this.label11.Size = new System.Drawing.Size(77, 13);
            this.label11.TabIndex = 0;
            this.label11.Text = "Elastic scaling:";
            // 
            // label10
            // 
            this.label10.AutoSize = true;
            this.label10.Location = new System.Drawing.Point(22, 324);
            this.label10.Name = "label10";
            this.label10.Size = new System.Drawing.Size(71, 13);
            this.label10.TabIndex = 0;
            this.label10.Text = "Elastic sigma:";
            // 
            // label9
            // 
            this.label9.AutoSize = true;
            this.label9.Location = new System.Drawing.Point(22, 270);
            this.label9.Name = "label9";
            this.label9.Size = new System.Drawing.Size(92, 13);
            this.label9.TabIndex = 0;
            this.label9.Text = "Maximum rotation:";
            // 
            // label8
            // 
            this.label8.AutoSize = true;
            this.label8.Location = new System.Drawing.Point(22, 296);
            this.label8.Name = "label8";
            this.label8.Size = new System.Drawing.Size(90, 13);
            this.label8.TabIndex = 0;
            this.label8.Text = "Maximum scaling:";
            // 
            // label7
            // 
            this.label7.AutoSize = true;
            this.label7.Location = new System.Drawing.Point(22, 241);
            this.label7.Name = "label7";
            this.label7.Size = new System.Drawing.Size(78, 13);
            this.label7.TabIndex = 0;
            this.label7.Text = "Severity factor:";
            // 
            // label12
            // 
            this.label12.AutoSize = true;
            this.label12.Location = new System.Drawing.Point(22, 183);
            this.label12.Name = "label12";
            this.label12.Size = new System.Drawing.Size(140, 13);
            this.label12.TabIndex = 0;
            this.label12.Text = "Weight save error threshold:";
            // 
            // label6
            // 
            this.label6.AutoSize = true;
            this.label6.Location = new System.Drawing.Point(22, 212);
            this.label6.Name = "label6";
            this.label6.Size = new System.Drawing.Size(151, 13);
            this.label6.TabIndex = 0;
            this.label6.Text = "Same distortions for N epochs:";
            // 
            // label5
            // 
            this.label5.AutoSize = true;
            this.label5.Location = new System.Drawing.Point(22, 154);
            this.label5.Name = "label5";
            this.label5.Size = new System.Drawing.Size(81, 13);
            this.label5.TabIndex = 0;
            this.label5.Text = "After N epochs:";
            // 
            // label4
            // 
            this.label4.AutoSize = true;
            this.label4.Location = new System.Drawing.Point(22, 125);
            this.label4.Name = "label4";
            this.label4.Size = new System.Drawing.Size(101, 13);
            this.label4.TabIndex = 0;
            this.label4.Text = "Training rate decay:";
            // 
            // label3
            // 
            this.label3.AutoSize = true;
            this.label3.Location = new System.Drawing.Point(22, 96);
            this.label3.Name = "label3";
            this.label3.Size = new System.Drawing.Size(112, 13);
            this.label3.TabIndex = 0;
            this.label3.Text = "Minimum learning rate:";
            // 
            // label2
            // 
            this.label2.AutoSize = true;
            this.label2.Location = new System.Drawing.Point(22, 67);
            this.label2.Name = "label2";
            this.label2.Size = new System.Drawing.Size(95, 13);
            this.label2.TabIndex = 0;
            this.label2.Text = "Initial learning rate:";
            // 
            // label1
            // 
            this.label1.AutoSize = true;
            this.label1.Location = new System.Drawing.Point(22, 38);
            this.label1.Name = "label1";
            this.label1.Size = new System.Drawing.Size(97, 13);
            this.label1.TabIndex = 0;
            this.label1.Text = "Number of epochs:";
            // 
            // udDistotionEpochs
            // 
            this.udDistotionEpochs.Location = new System.Drawing.Point(250, 375);
            this.udDistotionEpochs.Name = "udDistotionEpochs";
            this.udDistotionEpochs.Size = new System.Drawing.Size(78, 20);
            this.udDistotionEpochs.TabIndex = 1;
            // 
            // label13
            // 
            this.label13.AutoSize = true;
            this.label13.Location = new System.Drawing.Point(142, 381);
            this.label13.Name = "label13";
            this.label13.Size = new System.Drawing.Size(56, 13);
            this.label13.TabIndex = 0;
            this.label13.Text = "in epochs:";
            // 
            // TrainingParametersForm
            // 
            this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 13F);
            this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
            this.ClientSize = new System.Drawing.Size(357, 441);
            this.Controls.Add(this.groupBox1);
            this.MaximizeBox = false;
            this.MinimizeBox = false;
            this.Name = "TrainingParametersForm";
            this.StartPosition = System.Windows.Forms.FormStartPosition.CenterParent;
            this.Text = "Trainning Parameters";
            this.groupBox1.ResumeLayout(false);
            this.groupBox1.PerformLayout();
            ((System.ComponentModel.ISupportInitialize)(this.udSameDistortions)).EndInit();
            ((System.ComponentModel.ISupportInitialize)(this.udAfterNEpochs)).EndInit();
            ((System.ComponentModel.ISupportInitialize)(this.udNumofEpochs)).EndInit();
            ((System.ComponentModel.ISupportInitialize)(this.udDistotionEpochs)).EndInit();
            this.ResumeLayout(false);

        }

        #endregion

        private System.Windows.Forms.GroupBox groupBox1;
        private System.Windows.Forms.CheckBox cbUseDistortions;
        private System.Windows.Forms.TextBox tbElasticScaling;
        private System.Windows.Forms.TextBox tbElasticSigma;
        private System.Windows.Forms.TextBox tbMaxRotation;
        private System.Windows.Forms.TextBox tbSeverityFactor;
        private System.Windows.Forms.TextBox tbWeightSaveErrorThreshold;
        private System.Windows.Forms.TextBox tbMaxScaling;
        private System.Windows.Forms.TextBox tbTrainingRateDecay;
        private System.Windows.Forms.TextBox tbMinLearningRate;
        private System.Windows.Forms.TextBox tbInitialLearningRate;
        private System.Windows.Forms.NumericUpDown udSameDistortions;
        private System.Windows.Forms.NumericUpDown udNumofEpochs;
        private System.Windows.Forms.Label label11;
        private System.Windows.Forms.Label label10;
        private System.Windows.Forms.Label label9;
        private System.Windows.Forms.Label label8;
        private System.Windows.Forms.Label label7;
        private System.Windows.Forms.Label label12;
        private System.Windows.Forms.Label label6;
        private System.Windows.Forms.Label label5;
        private System.Windows.Forms.Label label4;
        private System.Windows.Forms.Label label3;
        private System.Windows.Forms.Label label2;
        private System.Windows.Forms.Label label1;
        private System.Windows.Forms.Button btCancel;
        private System.Windows.Forms.Button btTrain;
        private System.Windows.Forms.NumericUpDown udAfterNEpochs;
        private System.Windows.Forms.NumericUpDown udDistotionEpochs;
        private System.Windows.Forms.Label label13;
    }
}

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Written By
Vietnam Maritime University
Vietnam Vietnam
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