【界面截图】
【效果演示】
【部分实现代码】
using System;
using System.Diagnostics;
using System.Windows.Forms;
using OpenCvSharp;namespace FIRC
{public partial class Form1 : Form{Mat src = null;public Form1(){InitializeComponent();}private void button1_Click(object sender, EventArgs e){OpenFileDialog openFileDialog = new OpenFileDialog();openFileDialog.Filter = "图文件(*.*)|*.jpg;*.png;*.jpeg;*.bmp";openFileDialog.RestoreDirectory = true;openFileDialog.Multiselect = false;if (openFileDialog.ShowDialog() == DialogResult.OK){src = Cv2.ImRead(openFileDialog.FileName);pictureBox1.Image = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(src);}}private void button2_Click(object sender, EventArgs e){if(pictureBox1.Image==null){return;}var resultImg = AnimeGAN.Inference(src);pictureBox2.Image= OpenCvSharp.Extensions.BitmapConverter.ToBitmap(resultImg);}private void Form1_Load(object sender, EventArgs e){AnimeGAN.LoadWeights(Application.StartupPath+ "\\weights\\face_paint_512_v2_0.onnx");}private void button3_Click(object sender, EventArgs e){VideoCapture capture = new VideoCapture(0);if (!capture.IsOpened()){Console.WriteLine("video not open!");return;}Mat frame = new Mat();var sw = new Stopwatch();int fps = 0;while (true){capture.Read(frame);if (frame.Empty()){Console.WriteLine("data is empty!");break;}sw.Start();var resultImg = AnimeGAN.Inference(frame);sw.Stop();fps = Convert.ToInt32(1 / sw.Elapsed.TotalSeconds);sw.Reset();Cv2.PutText(resultImg, "FPS=" + fps, new OpenCvSharp.Point(30, 30), HersheyFonts.HersheyComplex, 1.0, new Scalar(255, 0, 0), 3);//显示结果Cv2.ImShow("Result", resultImg);int key = Cv2.WaitKey(10);if (key == 27)break;}capture.Release();}}
}
【测试通过环境】
vs2019
netframework4.7.2
opencvsharp==4.8.0
onnxruntime==1.16.2
【特别注意】
本演示代码部署程序只支持一个模型face_paint_512_v2_0.onnx，其他模型暂未适配。
【代码下载】
https://download.csdn.net/download/FL1623863129/89645589
