diff --git a/.gitignore b/.gitignore index 15a37b0..7717039 100644 --- a/.gitignore +++ b/.gitignore @@ -46,3 +46,4 @@ *.ide/ *.ide-wal Tongue extraction_cropresizemethod/packages/OpenCvSharp3-AnyCPU.3.2.0.20170107/.signature.p7s +Tongue extraction_cropresizemethod/packages/ diff --git a/Tongue extraction_cropresizemethod/Tongue extraction.sln b/Tongue extraction_cropresizemethod/Tongue extraction.sln new file mode 100644 index 0000000..f516bea --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction.sln @@ -0,0 +1,28 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio 14 +VisualStudioVersion = 14.0.25420.1 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "DeepTongue1.6", "Tongue extraction\DeepTongue1.6.csproj", "{D382F9E7-A41D-4D82-A59B-CF4095134D6B}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Debug|x64 = Debug|x64 + Release|Any CPU = Release|Any CPU + Release|x64 = Release|x64 + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Debug|Any CPU.Build.0 = Debug|Any CPU + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Debug|x64.ActiveCfg = Debug|x64 + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Debug|x64.Build.0 = Debug|x64 + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Release|Any CPU.ActiveCfg = Release|Any CPU + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Release|Any CPU.Build.0 = Release|Any CPU + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Release|x64.ActiveCfg = Release|x64 + {D382F9E7-A41D-4D82-A59B-CF4095134D6B}.Release|x64.Build.0 = Release|x64 + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection +EndGlobal diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/App.config b/Tongue extraction_cropresizemethod/Tongue extraction/App.config new file mode 100644 index 0000000..8fc0551 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/App.config @@ -0,0 +1,6 @@ + + + + + + diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue1.6.csproj b/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue1.6.csproj new file mode 100644 index 0000000..acea616 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue1.6.csproj @@ -0,0 +1,188 @@ + + + + + + Debug + AnyCPU + {D382F9E7-A41D-4D82-A59B-CF4095134D6B} + WinExe + Properties + Tongue_extraction + DeepTongue1.6 + v4.7.1 + 512 + true + + + + publish\ + true + Disk + false + Foreground + 7 + Days + false + false + true + 0 + 1.0.0.%2a + false + false + true + + + AnyCPU + true + full + false + bin\Debug\ + DEBUG;TRACE + prompt + 4 + + + AnyCPU + pdbonly + true + bin\Release\ + TRACE + prompt + 4 + + + true + bin\x64\Debug\ + DEBUG;TRACE + full + x64 + prompt + MinimumRecommendedRules.ruleset + true + + + bin\x64\Release\ + TRACE + true + pdbonly + x64 + prompt + MinimumRecommendedRules.ruleset + true + + + DeepTongue_Icon.ico + + + + ..\packages\OpenCvSharp3-AnyCPU.3.2.0.20170107\lib\net40\OpenCvSharp.dll + True + + + ..\packages\OpenCvSharp3-AnyCPU.3.2.0.20170107\lib\net40\OpenCvSharp.Blob.dll + True + + + ..\packages\OpenCvSharp3-AnyCPU.3.2.0.20170107\lib\net40\OpenCvSharp.Extensions.dll + True + + + ..\packages\OpenCvSharp3-AnyCPU.3.2.0.20170107\lib\net40\OpenCvSharp.UserInterface.dll + True + + + + + + + ..\packages\System.Management.dll.1.0.0\lib\System.Management.dll + True + + + ..\packages\System.ValueTuple.4.4.0\lib\net47\System.ValueTuple.dll + True + + + + + + + + + + + + ..\packages\TensorFlowSharp.1.11.0\lib\net471\TensorFlowSharp.dll + True + + + + + + Form + + + Form1.cs + + + + + Form1.cs + + + ResXFileCodeGenerator + Resources.Designer.cs + Designer + + + True + Resources.resx + True + + + + SettingsSingleFileGenerator + Settings.Designer.cs + + + True + Settings.settings + True + + + + + + + + + + + False + Microsoft .NET Framework 4.7.1 %28x86 および x64%29 + true + + + False + .NET Framework 3.5 SP1 + false + + + + + + このプロジェクトは、このコンピューター上にない NuGet パッケージを参照しています。それらのパッケージをダウンロードするには、[NuGet パッケージの復元] を使用します。詳細については、http://go.microsoft.com/fwlink/?LinkID=322105 を参照してください。見つからないファイルは {0} です。 + + + + + + + \ No newline at end of file diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue_Icon.ico b/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue_Icon.ico new file mode 100644 index 0000000..85fef71 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/DeepTongue_Icon.ico Binary files differ diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Form1.Designer.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.Designer.cs new file mode 100644 index 0000000..d637bde --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.Designer.cs @@ -0,0 +1,420 @@ +namespace Tongue_extraction +{ + partial class Form1 + { + /// + /// 必要なデザイナー変数です。 + /// + private System.ComponentModel.IContainer components = null; + + /// + /// 使用中のリソースをすべてクリーンアップします。 + /// + /// マネージ リソースを破棄する場合は true を指定し、その他の場合は false を指定します。 + protected override void Dispose(bool disposing) + { + if (disposing && (components != null)) + { + components.Dispose(); + } + base.Dispose(disposing); + } + + #region Windows フォーム デザイナーで生成されたコード + + /// + /// デザイナー サポートに必要なメソッドです。このメソッドの内容を + /// コード エディターで変更しないでください。 + /// + private void InitializeComponent() + { + System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(Form1)); + this.button_start = new System.Windows.Forms.Button(); + this.pictureBox_input = new System.Windows.Forms.PictureBox(); + this.pictureBox_detection = new System.Windows.Forms.PictureBox(); + this.pictureBox_cropResized = new System.Windows.Forms.PictureBox(); + this.pictureBox_extraction = new System.Windows.Forms.PictureBox(); + this.tableLayoutPanel1 = new System.Windows.Forms.TableLayoutPanel(); + this.panel1 = new System.Windows.Forms.Panel(); + this.label1 = new System.Windows.Forms.Label(); + this.label2 = new System.Windows.Forms.Label(); + this.label3 = new System.Windows.Forms.Label(); + this.label4 = new System.Windows.Forms.Label(); + this.label5 = new System.Windows.Forms.Label(); + this.label6 = new System.Windows.Forms.Label(); + this.label7 = new System.Windows.Forms.Label(); + this.label8 = new System.Windows.Forms.Label(); + this.pictureBox_output = new System.Windows.Forms.PictureBox(); + this.pictureBox_outputSRG = new System.Windows.Forms.PictureBox(); + this.pictureBox_maskSRG = new System.Windows.Forms.PictureBox(); + this.pictureBox_contract = new System.Windows.Forms.PictureBox(); + this.label_processingFileName = new System.Windows.Forms.Label(); + this.label_totalProgress = new System.Windows.Forms.Label(); + this.panel2 = new System.Windows.Forms.Panel(); + this.button_pause = new System.Windows.Forms.Button(); + this.backgroundWorker1 = new System.ComponentModel.BackgroundWorker(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_input)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_detection)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_cropResized)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_extraction)).BeginInit(); + this.tableLayoutPanel1.SuspendLayout(); + this.panel1.SuspendLayout(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_output)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_outputSRG)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_maskSRG)).BeginInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_contract)).BeginInit(); + this.panel2.SuspendLayout(); + this.SuspendLayout(); + // + // button_start + // + this.button_start.Dock = System.Windows.Forms.DockStyle.Fill; + this.button_start.Location = new System.Drawing.Point(0, 0); + this.button_start.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.button_start.Name = "button_start"; + this.button_start.Size = new System.Drawing.Size(758, 49); + this.button_start.TabIndex = 0; + this.button_start.Text = "Start"; + this.button_start.UseVisualStyleBackColor = true; + this.button_start.Click += new System.EventHandler(this.button_start_Click); + // + // pictureBox_input + // + this.pictureBox_input.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_input.Location = new System.Drawing.Point(3, 4); + this.pictureBox_input.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.pictureBox_input.Name = "pictureBox_input"; + this.pictureBox_input.Size = new System.Drawing.Size(250, 209); + this.pictureBox_input.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_input.TabIndex = 1; + this.pictureBox_input.TabStop = false; + // + // pictureBox_detection + // + this.pictureBox_detection.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_detection.Location = new System.Drawing.Point(257, 4); + this.pictureBox_detection.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.pictureBox_detection.Name = "pictureBox_detection"; + this.pictureBox_detection.Size = new System.Drawing.Size(250, 209); + this.pictureBox_detection.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_detection.TabIndex = 2; + this.pictureBox_detection.TabStop = false; + // + // pictureBox_cropResized + // + this.pictureBox_cropResized.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_cropResized.Location = new System.Drawing.Point(511, 4); + this.pictureBox_cropResized.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.pictureBox_cropResized.Name = "pictureBox_cropResized"; + this.pictureBox_cropResized.Size = new System.Drawing.Size(250, 209); + this.pictureBox_cropResized.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_cropResized.TabIndex = 3; + this.pictureBox_cropResized.TabStop = false; + // + // pictureBox_extraction + // + this.pictureBox_extraction.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_extraction.Location = new System.Drawing.Point(511, 241); + this.pictureBox_extraction.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.pictureBox_extraction.Name = "pictureBox_extraction"; + this.pictureBox_extraction.Size = new System.Drawing.Size(250, 209); + this.pictureBox_extraction.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_extraction.TabIndex = 4; + this.pictureBox_extraction.TabStop = false; + // + // tableLayoutPanel1 + // + this.tableLayoutPanel1.CellBorderStyle = System.Windows.Forms.TableLayoutPanelCellBorderStyle.Outset; + this.tableLayoutPanel1.ColumnCount = 4; + this.tableLayoutPanel1.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 25F)); + this.tableLayoutPanel1.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 25F)); + this.tableLayoutPanel1.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 25F)); + this.tableLayoutPanel1.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 25F)); + this.tableLayoutPanel1.Controls.Add(this.panel1, 0, 4); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_detection, 1, 0); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_input, 0, 0); + this.tableLayoutPanel1.Controls.Add(this.label1, 0, 1); + this.tableLayoutPanel1.Controls.Add(this.label2, 1, 1); + this.tableLayoutPanel1.Controls.Add(this.label3, 2, 1); + this.tableLayoutPanel1.Controls.Add(this.label4, 3, 1); + this.tableLayoutPanel1.Controls.Add(this.label5, 0, 3); + this.tableLayoutPanel1.Controls.Add(this.label6, 1, 3); + this.tableLayoutPanel1.Controls.Add(this.label7, 2, 3); + this.tableLayoutPanel1.Controls.Add(this.label8, 3, 3); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_cropResized, 2, 0); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_extraction, 2, 2); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_output, 3, 0); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_outputSRG, 0, 2); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_maskSRG, 1, 2); + this.tableLayoutPanel1.Controls.Add(this.pictureBox_contract, 3, 2); + this.tableLayoutPanel1.Controls.Add(this.label_processingFileName, 0, 5); + this.tableLayoutPanel1.Controls.Add(this.label_totalProgress, 2, 5); + this.tableLayoutPanel1.Controls.Add(this.panel2, 3, 4); + this.tableLayoutPanel1.Dock = System.Windows.Forms.DockStyle.Fill; + this.tableLayoutPanel1.Location = new System.Drawing.Point(0, 0); + this.tableLayoutPanel1.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.tableLayoutPanel1.Name = "tableLayoutPanel1"; + this.tableLayoutPanel1.RowCount = 6; + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 44.44445F)); + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Absolute, 20F)); + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 44.44444F)); + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Absolute, 20F)); + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 11.11111F)); + this.tableLayoutPanel1.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Absolute, 20F)); + this.tableLayoutPanel1.Size = new System.Drawing.Size(1018, 554); + this.tableLayoutPanel1.TabIndex = 5; + // + // panel1 + // + this.tableLayoutPanel1.SetColumnSpan(this.panel1, 3); + this.panel1.Controls.Add(this.button_start); + this.panel1.Dock = System.Windows.Forms.DockStyle.Fill; + this.panel1.Location = new System.Drawing.Point(3, 478); + this.panel1.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.panel1.Name = "panel1"; + this.panel1.Size = new System.Drawing.Size(758, 49); + this.panel1.TabIndex = 6; + // + // label1 + // + this.label1.AutoSize = true; + this.label1.BackColor = System.Drawing.Color.White; + this.label1.Dock = System.Windows.Forms.DockStyle.Fill; + this.label1.Location = new System.Drawing.Point(5, 217); + this.label1.Name = "label1"; + this.label1.Size = new System.Drawing.Size(246, 20); + this.label1.TabIndex = 7; + this.label1.Text = "Input"; + this.label1.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label2 + // + this.label2.AutoSize = true; + this.label2.BackColor = System.Drawing.Color.White; + this.label2.Dock = System.Windows.Forms.DockStyle.Fill; + this.label2.Location = new System.Drawing.Point(259, 217); + this.label2.Name = "label2"; + this.label2.Size = new System.Drawing.Size(246, 20); + this.label2.TabIndex = 8; + this.label2.Text = "Detection"; + this.label2.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label3 + // + this.label3.AutoSize = true; + this.label3.BackColor = System.Drawing.Color.White; + this.label3.Dock = System.Windows.Forms.DockStyle.Fill; + this.label3.Location = new System.Drawing.Point(513, 217); + this.label3.Name = "label3"; + this.label3.Size = new System.Drawing.Size(246, 20); + this.label3.TabIndex = 9; + this.label3.Text = "Crop+Resize"; + this.label3.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label4 + // + this.label4.AutoSize = true; + this.label4.BackColor = System.Drawing.Color.White; + this.label4.Dock = System.Windows.Forms.DockStyle.Fill; + this.label4.Location = new System.Drawing.Point(767, 217); + this.label4.Name = "label4"; + this.label4.Size = new System.Drawing.Size(246, 20); + this.label4.TabIndex = 10; + this.label4.Text = "Output"; + this.label4.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label5 + // + this.label5.AutoSize = true; + this.label5.BackColor = System.Drawing.Color.White; + this.label5.Dock = System.Windows.Forms.DockStyle.Fill; + this.label5.Location = new System.Drawing.Point(5, 454); + this.label5.Name = "label5"; + this.label5.Size = new System.Drawing.Size(246, 20); + this.label5.TabIndex = 11; + this.label5.Text = "Output+SRG"; + this.label5.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label6 + // + this.label6.AutoSize = true; + this.label6.BackColor = System.Drawing.Color.White; + this.label6.Dock = System.Windows.Forms.DockStyle.Fill; + this.label6.Location = new System.Drawing.Point(259, 454); + this.label6.Name = "label6"; + this.label6.Size = new System.Drawing.Size(246, 20); + this.label6.TabIndex = 12; + this.label6.Text = "Mask+SRG"; + this.label6.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label7 + // + this.label7.AutoSize = true; + this.label7.BackColor = System.Drawing.Color.White; + this.label7.Dock = System.Windows.Forms.DockStyle.Fill; + this.label7.Location = new System.Drawing.Point(513, 454); + this.label7.Name = "label7"; + this.label7.Size = new System.Drawing.Size(246, 20); + this.label7.TabIndex = 13; + this.label7.Text = "Extraction"; + this.label7.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // label8 + // + this.label8.AutoSize = true; + this.label8.BackColor = System.Drawing.Color.White; + this.label8.Dock = System.Windows.Forms.DockStyle.Fill; + this.label8.Location = new System.Drawing.Point(767, 454); + this.label8.Name = "label8"; + this.label8.Size = new System.Drawing.Size(246, 20); + this.label8.TabIndex = 14; + this.label8.Text = "Contract (last input)"; + this.label8.TextAlign = System.Drawing.ContentAlignment.MiddleCenter; + // + // pictureBox_output + // + this.pictureBox_output.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_output.Location = new System.Drawing.Point(767, 5); + this.pictureBox_output.Name = "pictureBox_output"; + this.pictureBox_output.Size = new System.Drawing.Size(246, 207); + this.pictureBox_output.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_output.TabIndex = 15; + this.pictureBox_output.TabStop = false; + // + // pictureBox_outputSRG + // + this.pictureBox_outputSRG.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_outputSRG.Location = new System.Drawing.Point(5, 242); + this.pictureBox_outputSRG.Name = "pictureBox_outputSRG"; + this.pictureBox_outputSRG.Size = new System.Drawing.Size(246, 207); + this.pictureBox_outputSRG.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_outputSRG.TabIndex = 16; + this.pictureBox_outputSRG.TabStop = false; + // + // pictureBox_maskSRG + // + this.pictureBox_maskSRG.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_maskSRG.Location = new System.Drawing.Point(259, 242); + this.pictureBox_maskSRG.Name = "pictureBox_maskSRG"; + this.pictureBox_maskSRG.Size = new System.Drawing.Size(246, 207); + this.pictureBox_maskSRG.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_maskSRG.TabIndex = 17; + this.pictureBox_maskSRG.TabStop = false; + // + // pictureBox_contract + // + this.pictureBox_contract.Dock = System.Windows.Forms.DockStyle.Fill; + this.pictureBox_contract.Location = new System.Drawing.Point(767, 242); + this.pictureBox_contract.Name = "pictureBox_contract"; + this.pictureBox_contract.Size = new System.Drawing.Size(246, 207); + this.pictureBox_contract.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom; + this.pictureBox_contract.TabIndex = 18; + this.pictureBox_contract.TabStop = false; + // + // label_processingFileName + // + this.label_processingFileName.AutoSize = true; + this.label_processingFileName.BackColor = System.Drawing.Color.White; + this.tableLayoutPanel1.SetColumnSpan(this.label_processingFileName, 2); + this.label_processingFileName.Dock = System.Windows.Forms.DockStyle.Fill; + this.label_processingFileName.Location = new System.Drawing.Point(5, 531); + this.label_processingFileName.Name = "label_processingFileName"; + this.label_processingFileName.Size = new System.Drawing.Size(500, 21); + this.label_processingFileName.TabIndex = 19; + this.label_processingFileName.Text = "Processing File: None"; + this.label_processingFileName.TextAlign = System.Drawing.ContentAlignment.MiddleLeft; + // + // label_totalProgress + // + this.label_totalProgress.AutoSize = true; + this.label_totalProgress.BackColor = System.Drawing.Color.White; + this.tableLayoutPanel1.SetColumnSpan(this.label_totalProgress, 2); + this.label_totalProgress.Dock = System.Windows.Forms.DockStyle.Fill; + this.label_totalProgress.Location = new System.Drawing.Point(513, 531); + this.label_totalProgress.Name = "label_totalProgress"; + this.label_totalProgress.Size = new System.Drawing.Size(500, 21); + this.label_totalProgress.TabIndex = 20; + this.label_totalProgress.Text = "Total Progress: 0/0"; + this.label_totalProgress.TextAlign = System.Drawing.ContentAlignment.MiddleLeft; + // + // panel2 + // + this.panel2.Controls.Add(this.button_pause); + this.panel2.Dock = System.Windows.Forms.DockStyle.Fill; + this.panel2.Location = new System.Drawing.Point(767, 479); + this.panel2.Name = "panel2"; + this.panel2.Size = new System.Drawing.Size(246, 47); + this.panel2.TabIndex = 21; + // + // button_pause + // + this.button_pause.Dock = System.Windows.Forms.DockStyle.Fill; + this.button_pause.Enabled = false; + this.button_pause.Location = new System.Drawing.Point(0, 0); + this.button_pause.Name = "button_pause"; + this.button_pause.Size = new System.Drawing.Size(246, 47); + this.button_pause.TabIndex = 0; + this.button_pause.Text = "Pause"; + this.button_pause.UseVisualStyleBackColor = true; + this.button_pause.Click += new System.EventHandler(this.button_pause_Click); + // + // backgroundWorker1 + // + this.backgroundWorker1.WorkerSupportsCancellation = true; + this.backgroundWorker1.DoWork += new System.ComponentModel.DoWorkEventHandler(this.backgroundWorker1_DoWork); + // + // Form1 + // + this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 12F); + this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font; + this.ClientSize = new System.Drawing.Size(1018, 554); + this.Controls.Add(this.tableLayoutPanel1); + this.Icon = ((System.Drawing.Icon)(resources.GetObject("$this.Icon"))); + this.Margin = new System.Windows.Forms.Padding(1, 2, 1, 2); + this.Name = "Form1"; + this.Text = "DeepTongue1.6"; + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_input)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_detection)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_cropResized)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_extraction)).EndInit(); + this.tableLayoutPanel1.ResumeLayout(false); + this.tableLayoutPanel1.PerformLayout(); + this.panel1.ResumeLayout(false); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_output)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_outputSRG)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_maskSRG)).EndInit(); + ((System.ComponentModel.ISupportInitialize)(this.pictureBox_contract)).EndInit(); + this.panel2.ResumeLayout(false); + this.ResumeLayout(false); + + } + + #endregion + + private System.Windows.Forms.Button button_start; + private System.Windows.Forms.PictureBox pictureBox_input; + private System.Windows.Forms.PictureBox pictureBox_detection; + private System.Windows.Forms.PictureBox pictureBox_cropResized; + private System.Windows.Forms.PictureBox pictureBox_extraction; + private System.Windows.Forms.TableLayoutPanel tableLayoutPanel1; + private System.Windows.Forms.Panel panel1; + private System.ComponentModel.BackgroundWorker backgroundWorker1; + private System.Windows.Forms.Label label1; + private System.Windows.Forms.Label label2; + private System.Windows.Forms.Label label3; + private System.Windows.Forms.Label label4; + private System.Windows.Forms.Label label5; + private System.Windows.Forms.Label label6; + private System.Windows.Forms.Label label7; + private System.Windows.Forms.Label label8; + private System.Windows.Forms.PictureBox pictureBox_output; + private System.Windows.Forms.PictureBox pictureBox_outputSRG; + private System.Windows.Forms.PictureBox pictureBox_maskSRG; + private System.Windows.Forms.PictureBox pictureBox_contract; + private System.Windows.Forms.Label label_processingFileName; + private System.Windows.Forms.Label label_totalProgress; + private System.Windows.Forms.Panel panel2; + private System.Windows.Forms.Button button_pause; + } +} + diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Form1.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.cs new file mode 100644 index 0000000..6cfcc86 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.cs @@ -0,0 +1,710 @@ +using System; +using System.Windows.Forms; +using System.IO; +using System.Drawing; +using System.Drawing.Imaging; +using OpenCvSharp; +using System.ComponentModel; +using System.Runtime.InteropServices; +using TensorFlow; +using System.Threading; + +namespace Tongue_extraction +{ + public partial class Form1 : Form + { + //Use the RemoveSmallRegionDLL + [DllImport(@"RemoveSmallRegionDLL.dll", EntryPoint = "RemoveSmallRegion", SetLastError = true, CharSet = CharSet.Ansi, ExactSpelling = false, CallingConvention = CallingConvention.StdCall)] + extern static void RemoveSmallRegion(string name, string name2, int AreaLimit, int CheckMode, int NeihborMode); + + Mat mat_input = new Mat(1024, 1280, MatType.CV_8UC3, 1); + Mat mat_drawBox = new Mat(1024, 1280, MatType.CV_8UC3, 1); + Mat mat_roi = new Mat(1024, 1280, MatType.CV_8UC3, 1); + Mat mat_roi256 = new Mat(256, 256, MatType.CV_8UC3, 1); + Mat mat_roisize = new Mat(1024, 1280, MatType.CV_8UC3, 1); + Mat mat_output = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_outputNoBox = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_outputChanged = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_mask = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_extraction = new Mat(1024, 1280, MatType.CV_8UC3, 1); + Mat mat_cropped; + Mat mat_outputSRGNoBox = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_outputSRG = new Mat(1024, 1280, MatType.CV_8UC1, 1); + Mat mat_maskSRG = new Mat(1024, 1280, MatType.CV_8UC1, 1); + + public static Bitmap bitmap_bitch; + string[] path; + + OpenCvSharp.Rect rectangle; + + byte[] byte_inputDetection; + byte[] byte_inputSegmentation; + OpenCvSharp.Point P1 = new OpenCvSharp.Point(); + OpenCvSharp.Point P2 = new OpenCvSharp.Point(); + + byte[] mask = new byte[200000]; + + string basepath; + string imageFile; + string time; + string modelFile; + int ii = 0; + int count; + + Rect roi = new Rect(); + int mmp = 0; + int pmm = 0; + + int check_detection = 0; + float max_score = 0; + + private ManualResetEvent manualReset = new ManualResetEvent(true); + + public Form1() + { + InitializeComponent(); + } + + private void button_start_Click(object sender, EventArgs e) + { + path = Directory.GetFiles("data"); + button_start.Enabled = false; + button_pause.Enabled = true; + pictureBox_input.Image = null; + pictureBox_input.Refresh(); + pictureBox_detection.Image = null; + pictureBox_detection.Refresh(); + pictureBox_cropResized.Image = null; + pictureBox_cropResized.Refresh(); + pictureBox_output.Image = null; + pictureBox_output.Refresh(); + pictureBox_outputSRG.Image = null; + pictureBox_outputSRG.Refresh(); + pictureBox_maskSRG.Image = null; + pictureBox_maskSRG.Refresh(); + pictureBox_extraction.Image = null; + pictureBox_extraction.Refresh(); + pictureBox_contract.Image = null; + pictureBox_contract.Refresh(); + backgroundWorker1.RunWorkerAsync(); + } + + public static class ImageUtil + { + // Convert the image in filename to a Tensor suitable as input to the Inception model. + public static TFTensor CreateTensorFromImageFile(byte[] contents, TFDataType destinationDataType = TFDataType.UInt8) + { + // DecodeJpeg uses a scalar String-valued tensor as input. + var tensor = TFTensor.CreateString(contents); + + TFGraph graph; + TFOutput input, output; + + // Construct a graph to normalize the image + ConstructGraphToNormalizeImage(out graph, out input, out output, destinationDataType); + + // Execute that graph to normalize this one image + using (var session = new TFSession(graph)) + { + var normalized = session.Run( + inputs: new[] { input }, + inputValues: new[] { tensor }, + outputs: new[] { output }); + + if (session != null) + { + session.Dispose(); + } + if (tensor != null) + { + tensor.Dispose(); + } + if (graph != null) + { + graph.Dispose(); + } + GC.Collect(); + GC.WaitForPendingFinalizers(); + GC.Collect(); + + return normalized[0]; + } + } + + // The inception model takes as input the image described by a Tensor in a very + // specific normalized format (a particular image size, shape of the input tensor, + // normalized pixel values etc.). + // + // This function constructs a graph of TensorFlow operations which takes as + // input a JPEG-encoded string and returns a tensor suitable as input to the + // inception model. + + public static void ConstructGraphToNormalizeImage(out TFGraph graph, out TFOutput input, out TFOutput output, TFDataType destinationDataType = TFDataType.UInt8) + { + const int W = 256; + const int H = 256; + const float Mean = 0; + const float Scale = 1; + graph = new TFGraph(); + input = graph.Placeholder(TFDataType.String); + output = graph.Cast(graph.Div( + x: graph.Sub( + x: graph.ResizeBilinear( + images: graph.ExpandDims( + input: graph.Cast( + graph.DecodeJpeg(contents: input, channels: 3), DstT: destinationDataType), + dim: graph.Const(0, "make_batch")), + size: graph.Const(new int[] { W, H }, "size")), + y: graph.Const(Mean, "mean")), + y: graph.Const(Scale, "scale")), destinationDataType); + GC.Collect(); + GC.WaitForPendingFinalizers(); + GC.Collect(); + } + } + + public static class ImageUtil2 + { + // Convert the image in filename to a Tensor suitable as input to the Inception model. + public static TFTensor CreateTensorFromImageFile(byte[] contents, TFDataType destinationDataType = TFDataType.Float) + { + // DecodeJpeg uses a scalar String-valued tensor as input. + var tensor = TFTensor.CreateString(contents); + + TFGraph graph; + TFOutput input, output; + + // Construct a graph to normalize the image + ConstructGraphToNormalizeImage(out graph, out input, out output, destinationDataType); + + // Execute that graph to normalize this one image + using (var session = new TFSession(graph)) + { + var normalized = session.Run( + inputs: new[] { input }, + inputValues: new[] { tensor }, + outputs: new[] { output }); + + if (session != null) + { + session.Dispose(); + } + if (tensor != null) + { + tensor.Dispose(); + } + if (graph != null) + { + graph.Dispose(); + } + GC.Collect(); + GC.WaitForPendingFinalizers(); + GC.Collect(); + + return normalized[0]; + } + } + + // The inception model takes as input the image described by a Tensor in a very + // specific normalized format (a particular image size, shape of the input tensor, + // normalized pixel values etc.). + // + // This function constructs a graph of TensorFlow operations which takes as + // input a JPEG-encoded string and returns a tensor suitable as input to the + // inception model. + + public static void ConstructGraphToNormalizeImage(out TFGraph graph, out TFOutput input, out TFOutput output, TFDataType destinationDataType = TFDataType.Float) + { + const int W = 256; + const int H = 256; + //const int W = 512; + //const int H = 512; + + const float Mean = 128; + const float Scale = 128; + graph = new TFGraph(); + input = graph.Placeholder(TFDataType.String); + output = graph.Cast(graph.Div( + x: graph.Sub( + x: graph.ResizeBilinear( + images: graph.ExpandDims( + input: graph.Cast( + graph.DecodeJpeg(contents: input, channels: 3), DstT: TFDataType.Float), + dim: graph.Const(0, "make_batch")), + size: graph.Const(new int[] { W, H }, "size")), + y: graph.Const(Mean, "mean")), + y: graph.Const(Scale, "scale")), destinationDataType); + GC.Collect(); + GC.WaitForPendingFinalizers(); + GC.Collect(); + } + } + + public static byte[] Bitmap2Byte(Bitmap bitmap) + { + using (MemoryStream stream = new MemoryStream()) + { + bitmap.Save(stream, ImageFormat.Jpeg); + byte[] data = new byte[stream.Length]; + stream.Seek(0, SeekOrigin.Begin); + stream.Read(data, 0, Convert.ToInt32(stream.Length)); + return data; + } + } + + private static string DownloadDefaultModel(string dir) + { + var modelFile = Path.Combine(dir, "AREinProcess_step12800.pb"); + return modelFile; + } + + private static string DownloadDefaultModel_noBoxPix2Pix(string dir) + { + var modelFile = Path.Combine(dir, "424_256_64_5999_scale300_enhancment_L1loss0.02001.pb"); + return modelFile; + } + + public static Bitmap ToGrayBitmap(byte[] rawValues, int width, int height) + { + //// Apply for a target bitmap variable and lock its memory area + Bitmap bmp = new Bitmap(width, height, PixelFormat.Format8bppIndexed); + BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, width, height), + ImageLockMode.WriteOnly, PixelFormat.Format8bppIndexed); + + //// Get image parameters + int stride = bmpData.Stride; // Width of the scan line + int offset = stride - width; // Show gap between width and scan line width + IntPtr iptr = bmpData.Scan0; // Get the memory start position of bmpData + int scanBytes = stride * height;// Use stride width to indicate that this is the size of the memory area + + //// The following is to convert the original display size byte array to the byte array actually stored in memory. + int posScan = 0, posReal = 0;// Set two position pointers respectively, pointing to the source array and the target array + byte[] pixelValues = new byte[scanBytes]; //Allocate memory for the target array + + for (int x = 0; x < height; x++) + { + //// The following loop section is a simulated line scan + for (int y = 0; y < width; y++) + { + pixelValues[posScan++] = rawValues[posReal++]; + } + posScan += offset; //At the end of the line scan, move the target position pointer over that "gap" + } + + //// Use Marshal's Copy method to copy the just obtained memory byte array into BitmapData. + System.Runtime.InteropServices.Marshal.Copy(pixelValues, 0, iptr, scanBytes); + bmp.UnlockBits(bmpData); // Unlock the memory area + + //// The following code is to modify the index table of the generated bitmap, from pseudo color to grayscale + ColorPalette tempPalette; + using (Bitmap tempBmp = new Bitmap(1, 1, PixelFormat.Format8bppIndexed)) + { + tempPalette = tempBmp.Palette; + } + for (int i = 0; i < 256; i++) + { + tempPalette.Entries[i] = Color.FromArgb(i, i, i); + } + + bmp.Palette = tempPalette; + + //// The algorithm ends here and returns the result. + return bmp; + } + + private void backgroundWorker1_DoWork(object sender, DoWorkEventArgs e) + { + using (MemoryStream ms = new MemoryStream()) + { + for (int a = 0; a < path.Length; a++) + { + manualReset.WaitOne(); + ii = 0; + basepath = Directory.GetCurrentDirectory(); + imageFile = System.Text.RegularExpressions.Regex.Replace(path[a], "data", ""); + label_processingFileName.Text = "Processing File: " + imageFile; + count = a + 1; + label_totalProgress.Text = "Total Progress: " + count + "/" + path.Length; + mat_input = Cv2.ImRead(basepath + "\\data" + imageFile); + bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_input); + pictureBox_input.Image = bitmap_bitch; + pictureBox_input.Refresh(); + label8.BackColor = Color.White; + label1.BackColor = Color.Red; + mat_drawBox = mat_input.Clone(); + mat_cropped = new Mat(mat_input.Size(), MatType.CV_8UC3, 1); + byte_inputDetection = Bitmap2Byte(bitmap_bitch); + //using (var graph = new TFGraph()) + //{ + // var model = File.ReadAllBytes(Directory.GetCurrentDirectory() + "/Detection_Normal.pb"); + // graph.Import(model, ""); + + // using (var session = new TFSession(graph)) + // { + // var tensor = ImageUtil.CreateTensorFromImageFile(byte_inputDetection, TFDataType.UInt8); + + // var runner = session.GetRunner(); + // runner + + // .AddInput(graph["image_tensor"][0], tensor) + // .Fetch("detection_boxes", "detection_scores", "detection_classes", "num_detections"); + + // var output = runner.Run(); + // var boxes = (float[,,])output[0].GetValue(); + // var scores = (float[,])output[1].GetValue(); + // //var classes = (float[,])output[2].GetValue(); + // //var detections = (float[])output[3].GetValue(); + + // check_detection = 0; + // max_score = 0; + + // for (int i = 0; i < scores.Length; i++) + // { + // if ((scores[0, i] > 0.5) && (scores[0, i] > max_score)) + // { + // max_score = scores[0, i]; + // float y_min = boxes[0, i, 0] * (float)bitmap_bitch.Height; + // float x_min = boxes[0, i, 1] * (float)bitmap_bitch.Width; + // float y_max = boxes[0, i, 2] * (float)bitmap_bitch.Height; + // float x_max = boxes[0, i, 3] * (float)bitmap_bitch.Width; + // P1.X = (int)x_min; + // P1.Y = (int)y_min; + // P2.X = (int)x_max; + // P2.Y = (int)y_max; + // Cv2.Rectangle(mat_drawBox, P1, P2, new Scalar(0, 255, 0), 5); + // rectangle.X = (int)x_min; + // rectangle.Y = (int)y_min; + // rectangle.Width = (int)(x_max - x_min); + // rectangle.Height = (int)(y_max - y_min); + + // check_detection = 1; + // } + // } + // } + //} + //if (check_detection == 1) + //{ + // mat_drawBox.SaveImage(basepath + "\\detection" + imageFile); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_drawBox); + // pictureBox_detection.Image = bitmap_bitch; + // pictureBox_detection.Refresh(); + // label1.BackColor = Color.White; + // label2.BackColor = Color.Red; + //} + //else + //{ + // MessageBox.Show("Error: Sorry can not detect any tongue in this image. Press [OK] to skip preprocessing.", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + // time = DateTime.Now.ToLocalTime().ToString(); + // File.AppendAllText("DetectionFailedLog.txt ", time + " " + imageFile + "\n"); + // pictureBox_detection.Image = null; + // pictureBox_detection.Refresh(); + // pictureBox_cropResized.Image = null; + // pictureBox_cropResized.Refresh(); + // pictureBox_output.Image = null; + // pictureBox_output.Refresh(); + // pictureBox_outputSRG.Image = null; + // pictureBox_outputSRG.Refresh(); + // pictureBox_maskSRG.Image = null; + // pictureBox_maskSRG.Refresh(); + // pictureBox_extraction.Image = null; + // pictureBox_extraction.Refresh(); + // pictureBox_contract.Image = null; + // pictureBox_contract.Refresh(); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_input); + // byte_inputSegmentation = Bitmap2Byte(bitmap_bitch); + + // Thread.Sleep(1000); + // modelFile = DownloadDefaultModel_noBoxPix2Pix(basepath); + // using (var graph = new TFGraph()) + // { + // var model = File.ReadAllBytes(modelFile); + // graph.Import(model, ""); + + // using (var session = new TFSession(graph)) + // { + // var tensor = ImageUtil2.CreateTensorFromImageFile(byte_inputSegmentation); + + // var runner = session.GetRunner(); + // runner + // .AddInput(graph["generator/input_image"][0], tensor) + // .Fetch(graph["generator/prediction"][0]); + // var output = runner.Run(); + // float[,,,] resultfloat = (float[,,,])output[0].GetValue(jagged: false); + + // for (int p = 0; p < 256; p++) + // { + // for (int q = 0; q < 256; q++) + // { + // float check = resultfloat[0, p, q, 0]; + // if (check < 0) + // { + // mask[ii] = 0; + // } + // else + // { + // mask[ii] = 255; + // } + // ii++; + // } + // } + // } + // } + // Thread.Sleep(1000); + // bitmap_bitch = ToGrayBitmap(mask, 256, 256); + // mat_outputNoBox = OpenCvSharp.Extensions.BitmapConverter.ToMat(bitmap_bitch); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_outputNoBox); + // pictureBox_output.Image = bitmap_bitch; + // pictureBox_output.Refresh(); + // label1.BackColor = Color.White; + // label4.BackColor = Color.Red; + // mat_outputNoBox.SaveImage(basepath + "\\output256" + imageFile); + // try + // { + // RemoveSmallRegion(basepath + "\\output256" + imageFile, basepath + "\\output_changed1" + imageFile, 500, 1, 1); + // RemoveSmallRegion(basepath + "\\output_changed1" + imageFile, basepath + "\\output_changed2" + imageFile, 500, 0, 0); + // } + // catch + // { + // MessageBox.Show("Error: Unable to reprocess! Please check is there [RemoveSmallRegionDLL.dll] file in floder?", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + // break; + // } + // mat_outputSRGNoBox = new Mat(basepath + "\\output_changed2" + imageFile, ImreadModes.GrayScale); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_outputSRGNoBox); + // pictureBox_outputSRG.Image = bitmap_bitch; + // pictureBox_outputSRG.Refresh(); + // label4.BackColor = Color.White; + // label5.BackColor = Color.Red; + // Cv2.Resize(mat_outputSRGNoBox, mat_mask, mat_input.Size()); + // mat_mask.SaveImage(basepath + "\\mask" + imageFile); + // try + // { + // RemoveSmallRegion(basepath + "\\mask" + imageFile, basepath + "\\mask_changed1" + imageFile, 500, 1, 1); + // RemoveSmallRegion(basepath + "\\mask_changed1" + imageFile, basepath + "\\mask_changed2" + imageFile, 500, 0, 0); + // } + // catch + // { + // MessageBox.Show("Error: Unable to reprocess! Please check is there [RemoveSmallRegionDLL.dll] file in floder?", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + // break; + // } + // mat_maskSRG = new Mat(basepath + "\\mask_changed2" + imageFile, ImreadModes.GrayScale); + // Cv2.Threshold(mat_maskSRG, mat_maskSRG, 128, 255, ThresholdTypes.Binary); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_maskSRG); + // pictureBox_maskSRG.Image = bitmap_bitch; + // pictureBox_maskSRG.Refresh(); + // label5.BackColor = Color.White; + // label6.BackColor = Color.Red; + // mat_extraction = mat_input.Clone(); + // for (int i = 0; i < mat_input.Height; i++) + // { + // for (int j = 0; j < mat_input.Width; j++) + // { + // Vec3b pix = mat_extraction.At(i, j); + // if (mat_maskSRG.At(i, j) == 0) + // { + // pix[0] = (byte)(255); + // pix[1] = (byte)(255); + // pix[2] = (byte)(255); + // mat_extraction.Set(i, j, pix); + // } + // else + // { + // pix[0] = (byte)(mat_extraction.At(i, j).Item0); + // pix[1] = (byte)(mat_extraction.At(i, j).Item1); + // pix[2] = (byte)(mat_extraction.At(i, j).Item2); + // mat_extraction.Set(i, j, pix); + // } + // } + // } + // mat_extraction.SaveImage(basepath + "\\extraction" + imageFile); + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_extraction); + // pictureBox_extraction.Image = bitmap_bitch; + // pictureBox_extraction.Refresh(); + // label6.BackColor = Color.White; + // label7.BackColor = Color.Red; + // bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_input); + // pictureBox_contract.Image = bitmap_bitch; + // pictureBox_contract.Refresh(); + // label7.BackColor = Color.White; + // label8.BackColor = Color.Red; + // continue; + //} + //for (int i = P1.Y; i < P2.Y; i++) + //{ + // for (int j = P1.X; j < P2.X; j++) + // { + // Vec3b pix = mat_input.At(i, j); + // mat_cropped.Set(i, j, pix); + // } + //} + //mat_cropped.SaveImage(basepath + "\\cropped" + imageFile); + //OpenCvSharp.Size size_roi = new OpenCvSharp.Size(); + //size_roi.Height = rectangle.Height; + //size_roi.Width = rectangle.Width; + //roi = new Rect(P1, size_roi); + //mat_roisize = mat_input.Clone(roi); + //Cv2.Resize(mat_roisize, mat_roi, mat_roi256.Size()); + //mat_roi.SaveImage(basepath + "\\cropresized" + imageFile); + //bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_roi); + //pictureBox_cropResized.Image = bitmap_bitch; + //pictureBox_cropResized.Refresh(); + //label2.BackColor = Color.White; + //label3.BackColor = Color.Red; + //byte_inputSegmentation = Bitmap2Byte(bitmap_bitch); + //Thread.Sleep(1000); + //modelFile = DownloadDefaultModel(basepath); + //using (var graph = new TFGraph()) + //{ + // var model = File.ReadAllBytes(modelFile); + // graph.Import(model, ""); + + // using (var session = new TFSession(graph)) + // { + // var tensor = ImageUtil2.CreateTensorFromImageFile(byte_inputSegmentation); + // var runner = session.GetRunner(); + // runner + // //.AddInput(graph["generator/input_image"][0], tensor) + // //.Fetch(graph["generator/prediction"][0]); + + // .AddInput(graph["input_image"][0], tensor) + // .Fetch(graph["generator1/decoder_1/Tanh"][0]); + + // var output = runner.Run(); + // float[,,,] resultfloat = (float[,,,])output[0].GetValue(jagged: false); + + // for (int p = 0; p < 256; p++) + // { + // for (int q = 0; q < 256; q++) + // { + // float check = resultfloat[0, p, q, 0]; + // if (check < 0) + // { + // mask[ii] = 0; + // } + // else + // { + // mask[ii] = 255; + // } + // ii++; + // } + // } + // } + //} + //Thread.Sleep(1000); + //bitmap_bitch = ToGrayBitmap(mask, 256, 256); + //mat_output = OpenCvSharp.Extensions.BitmapConverter.ToMat(bitmap_bitch); + //bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_output); + //pictureBox_output.Image = bitmap_bitch; + //pictureBox_output.Refresh(); + //label3.BackColor = Color.White; + //label4.BackColor = Color.Red; + //mat_output.SaveImage(basepath + "\\output256" + imageFile); + //try + //{ + // RemoveSmallRegion(basepath + "\\output256" + imageFile, basepath + "\\output_changed1" + imageFile, 500, 1, 1); + // RemoveSmallRegion(basepath + "\\output_changed1" + imageFile, basepath + "\\output_changed2" + imageFile, 500, 0, 0); + //} + //catch + //{ + // MessageBox.Show("Error: Unable to reprocess! Please check is there [RemoveSmallRegionDLL.dll] file in floder?", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + // break; + //} + //mat_outputSRG = new Mat(basepath + "\\output_changed2" + imageFile, ImreadModes.GrayScale); + //bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_outputSRG); + //pictureBox_outputSRG.Image = bitmap_bitch; + //pictureBox_outputSRG.Refresh(); + //label4.BackColor = Color.White; + //label5.BackColor = Color.Red; + //Cv2.Resize(mat_outputSRG, mat_outputChanged, mat_roisize.Size()); + //mat_outputChanged.SaveImage(basepath + "\\output_resized" + imageFile); + //mat_mask = new Mat(mat_input.Size(), MatType.CV_8UC1, 1); + //for (int i = P1.Y; i < P2.Y; i++) + //{ + // for (int j = P1.X; j < P2.X; j++) + // { + // int pix = mat_outputChanged.At(mmp, pmm); + // mat_mask.Set(i, j, pix); + // pmm++; + // } + // mmp++; + // pmm = 0; + //} + //mmp = 0; + //Cv2.Resize(mat_mask, mat_mask, mat_input.Size()); + //mat_mask.SaveImage(basepath + "\\mask" + imageFile); + //try + //{ + // RemoveSmallRegion(basepath + "\\mask" + imageFile, basepath + "\\mask_changed1" + imageFile, 500, 1, 1); + // RemoveSmallRegion(basepath + "\\mask_changed1" + imageFile, basepath + "\\mask_changed2" + imageFile, 500, 0, 0); + //} + //catch + //{ + // MessageBox.Show("Error: Unable to reprocess! Please check is there [RemoveSmallRegionDLL.dll] file in floder?", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + // break; + //} + RemoveSmallRegion(basepath + "\\output256" + imageFile, basepath + "\\mask_changed1" + imageFile, 2000, 1, 1); + RemoveSmallRegion(basepath + "\\mask_changed1" + imageFile, basepath + "\\mask_changed2" + imageFile, 2000, 0, 0); + mat_maskSRG = new Mat(basepath + "\\mask_changed2" + imageFile, ImreadModes.GrayScale); + Cv2.Threshold(mat_maskSRG, mat_maskSRG, 128, 255, ThresholdTypes.Binary); + bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_maskSRG); + pictureBox_maskSRG.Image = bitmap_bitch; + pictureBox_maskSRG.Refresh(); + label5.BackColor = Color.White; + label6.BackColor = Color.Red; + mat_extraction = mat_input.Clone(); + for (int i = 0; i < mat_input.Height; i++) + { + for (int j = 0; j < mat_input.Width; j++) + { + Vec3b pix = mat_extraction.At(i, j); + if (mat_maskSRG.At(i, j) == 0) + { + pix[0] = (byte)(255); + pix[1] = (byte)(255); + pix[2] = (byte)(255); + mat_extraction.Set(i, j, pix); + } + else + { + pix[0] = (byte)(mat_extraction.At(i, j).Item0); + pix[1] = (byte)(mat_extraction.At(i, j).Item1); + pix[2] = (byte)(mat_extraction.At(i, j).Item2); + mat_extraction.Set(i, j, pix); + } + } + } + mat_extraction.SaveImage(basepath + "\\extraction" + imageFile); + bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_extraction); + pictureBox_extraction.Image = bitmap_bitch; + pictureBox_extraction.Refresh(); + label6.BackColor = Color.White; + label7.BackColor = Color.Red; + bitmap_bitch = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(mat_input); + pictureBox_contract.Image = bitmap_bitch; + pictureBox_contract.Refresh(); + label7.BackColor = Color.White; + label8.BackColor = Color.Red; + time = DateTime.Now.ToLocalTime().ToString(); + File.AppendAllText("Log.txt ", time + " " + imageFile + " Done!\n"); + } + MessageBox.Show("Finished!"); + button_start.Enabled = true; + button_pause.Enabled = false; + label_processingFileName.Text = "Processing File: None"; + } + } + + private void button_pause_Click(object sender, EventArgs e) + { + if (button_pause.Text == "Pause") + { + manualReset.Reset(); + button_pause.Text = "Continue"; + } + else + { + manualReset.Set(); + button_pause.Text = "Pause"; + } + } + } +} \ No newline at end of file diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Form1.resx b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.resx new file mode 100644 index 0000000..e1424ee --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Form1.resx @@ -0,0 +1,1080 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + text/microsoft-resx + + + 2.0 + + + System.Resources.ResXResourceReader, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 + + + System.Resources.ResXResourceWriter, System.Windows.Forms, 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Jf//4AAA//////JAAAAAAIv//+AAAP/////9CAAAAAIv///gAAD//////0IAAAAQn///4AAA///////Q + QAAAov///+AAAP//////+hIACQv////gAAD///////8Bf6Bf////4AAA////////9AAD/////+AAAP// + ///////////////gAAA= + + + \ No newline at end of file diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Program.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Program.cs new file mode 100644 index 0000000..c2f1ac0 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Program.cs @@ -0,0 +1,66 @@ +using System; +using System.Collections.Generic; +using System.Linq; +using System.Threading.Tasks; +using System.Windows.Forms; +using System.Text; + +namespace Tongue_extraction +{ + static class Program + { + [STAThread] + static void Main() + { + try + { + Application.SetUnhandledExceptionMode(UnhandledExceptionMode.CatchException); + Application.ThreadException += new System.Threading.ThreadExceptionEventHandler(Application_ThreadException); + AppDomain.CurrentDomain.UnhandledException += new UnhandledExceptionEventHandler(CurrentDomain_UnhandledException); + + Application.EnableVisualStyles(); + Application.SetCompatibleTextRenderingDefault(false); + Application.Run(new Form1()); + } + catch (Exception ex) + { + string str = GetExceptionMsg(ex, string.Empty); + MessageBox.Show(str, "System Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + } + } + + + static void Application_ThreadException(object sender, System.Threading.ThreadExceptionEventArgs e) + { + string str = GetExceptionMsg(e.Exception, e.ToString()); + MessageBox.Show(str, "System Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + //LogManager.WriteLog(str); + } + + static void CurrentDomain_UnhandledException(object sender, UnhandledExceptionEventArgs e) + { + string str = GetExceptionMsg(e.ExceptionObject as Exception, e.ToString()); + MessageBox.Show(str, "System Error", MessageBoxButtons.OK, MessageBoxIcon.Error); + //LogManager.WriteLog(str); + } + + static string GetExceptionMsg(Exception ex, string backStr) + { + StringBuilder sb = new StringBuilder(); + sb.AppendLine("****************************Exception Text****************************"); + sb.AppendLine("【Time】：" + DateTime.Now.ToString()); + if (ex != null) + { + sb.AppendLine("【Exception Type】：" + ex.GetType().Name); + sb.AppendLine("【Exception Information】：" + ex.Message); + sb.AppendLine("【Stack Call】：" + ex.StackTrace); + } + else + { + sb.AppendLine("【Unhandled Exception】：" + backStr); + } + sb.AppendLine("***************************************************************"); + return sb.ToString(); + } + } +} diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Properties/AssemblyInfo.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/AssemblyInfo.cs new file mode 100644 index 0000000..604a626 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/AssemblyInfo.cs @@ -0,0 +1,36 @@ +using System.Reflection; +using System.Runtime.CompilerServices; +using System.Runtime.InteropServices; + +// アセンブリに関する一般情報は以下の属性セットをとおして制御されます。 +// アセンブリに関連付けられている情報を変更するには、 +// これらの属性値を変更してください。 +[assembly: AssemblyTitle("Tongue extraction")] +[assembly: AssemblyDescription("")] +[assembly: AssemblyConfiguration("")] +[assembly: AssemblyCompany("")] +[assembly: AssemblyProduct("Tongue extraction")] +[assembly: AssemblyCopyright("Copyright © 2018")] +[assembly: AssemblyTrademark("")] +[assembly: AssemblyCulture("")] + +// ComVisible を false に設定すると、その型はこのアセンブリ内で COM コンポーネントから +// 参照不可能になります。COM からこのアセンブリ内の型にアクセスする場合は、 +// その型の ComVisible 属性を true に設定してください。 +[assembly: ComVisible(false)] + +// このプロジェクトが COM に公開される場合、次の GUID が typelib の ID になります +[assembly: Guid("d382f9e7-a41d-4d82-a59b-cf4095134d6b")] + +// アセンブリのバージョン情報は次の 4 つの値で構成されています: +// +// メジャー バージョン +// マイナー バージョン +// ビルド番号 +// Revision +// +// すべての値を指定するか、下のように '*' を使ってビルドおよびリビジョン番号を +// 既定値にすることができます: +// [assembly: AssemblyVersion("1.0.*")] +[assembly: AssemblyVersion("1.0.0.0")] +[assembly: AssemblyFileVersion("1.0.0.0")] diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.Designer.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.Designer.cs new file mode 100644 index 0000000..ce5fbbb --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.Designer.cs @@ -0,0 +1,63 @@ +//------------------------------------------------------------------------------ +// +// このコードはツールによって生成されました。 +// ランタイム バージョン:4.0.30319.42000 +// +// このファイルへの変更は、以下の状況下で不正な動作の原因になったり、 +// コードが再生成されるときに損失したりします。 +// +//------------------------------------------------------------------------------ + +namespace Tongue_extraction.Properties { + using System; + + + /// + /// ローカライズされた文字列などを検索するための、厳密に型指定されたリソース クラスです。 + /// + // このクラスは StronglyTypedResourceBuilder クラスが ResGen + // または Visual Studio のようなツールを使用して自動生成されました。 + // メンバーを追加または削除するには、.ResX ファイルを編集して、/str オプションと共に + // ResGen を実行し直すか、または VS プロジェクトをビルドし直します。 + [global::System.CodeDom.Compiler.GeneratedCodeAttribute("System.Resources.Tools.StronglyTypedResourceBuilder", "4.0.0.0")] + [global::System.Diagnostics.DebuggerNonUserCodeAttribute()] + [global::System.Runtime.CompilerServices.CompilerGeneratedAttribute()] + internal class Resources { + + private static global::System.Resources.ResourceManager resourceMan; + + private static global::System.Globalization.CultureInfo resourceCulture; + + [global::System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("Microsoft.Performance", "CA1811:AvoidUncalledPrivateCode")] + internal Resources() { + } + + /// + /// このクラスで使用されているキャッシュされた ResourceManager インスタンスを返します。 + /// + [global::System.ComponentModel.EditorBrowsableAttribute(global::System.ComponentModel.EditorBrowsableState.Advanced)] + internal static global::System.Resources.ResourceManager ResourceManager { + get { + if (object.ReferenceEquals(resourceMan, null)) { + global::System.Resources.ResourceManager temp = new global::System.Resources.ResourceManager("Tongue_extraction.Properties.Resources", typeof(Resources).Assembly); + resourceMan = temp; + } + return resourceMan; + } + } + + /// + /// 厳密に型指定されたこのリソース クラスを使用して、すべての検索リソースに対し、 + /// 現在のスレッドの CurrentUICulture プロパティをオーバーライドします。 + /// + [global::System.ComponentModel.EditorBrowsableAttribute(global::System.ComponentModel.EditorBrowsableState.Advanced)] + internal static global::System.Globalization.CultureInfo Culture { + get { + return resourceCulture; + } + set { + resourceCulture = value; + } + } + } +} diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.resx b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.resx new file mode 100644 index 0000000..af7dbeb --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Resources.resx @@ -0,0 +1,117 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + text/microsoft-resx + + + 2.0 + + + System.Resources.ResXResourceReader, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 + + + System.Resources.ResXResourceWriter, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 + + \ No newline at end of file diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.Designer.cs b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.Designer.cs new file mode 100644 index 0000000..d8f3798 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.Designer.cs @@ -0,0 +1,26 @@ +//------------------------------------------------------------------------------ +// +// このコードはツールによって生成されました。 +// ランタイム バージョン:4.0.30319.42000 +// +// このファイルへの変更は、以下の状況下で不正な動作の原因になったり、 +// コードが再生成されるときに損失したりします。 +// +//------------------------------------------------------------------------------ + +namespace Tongue_extraction.Properties { + + + [global::System.Runtime.CompilerServices.CompilerGeneratedAttribute()] + [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.Editors.SettingsDesigner.SettingsSingleFileGenerator", "14.0.0.0")] + internal sealed partial class Settings : global::System.Configuration.ApplicationSettingsBase { + + private static Settings defaultInstance = ((Settings)(global::System.Configuration.ApplicationSettingsBase.Synchronized(new Settings()))); + + public static Settings Default { + get { + return defaultInstance; + } + } + } +} diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.settings b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.settings new file mode 100644 index 0000000..3964565 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/Properties/Settings.settings @@ -0,0 +1,7 @@ + + + + + + + diff --git a/Tongue extraction_cropresizemethod/Tongue extraction/packages.config b/Tongue extraction_cropresizemethod/Tongue extraction/packages.config new file mode 100644 index 0000000..6725092 --- /dev/null +++ b/Tongue extraction_cropresizemethod/Tongue extraction/packages.config @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file