Scale Image to fit PictureBox control width and height C#

Scale the image to fit the Picturebox control widht and height

// Load local image to PictureBox control

  pictureBox1.Load(filePath);
  
//create a new Bitmap with the proper dimensions
  
Bitmap finalImg = new Bitmap(pictureBox1.Image, pictureBox1.Width,pictureBox1.Height);
  
//center the new image
  pictureBox1.SizeMode = PictureBoxSizeMode.CenterImage;

//set the new image
  pictureBox1.Image = finalImg;

  pictureBox1.Show();