private void MainForm_FormClosed(object sender, FormClosedEventArgs e)
{
if (NeuralEngine.IsExist())
{
NeuralEngine.Instance.Save();
}
Application.Exit();
}
private void button1_Click(object sender, EventArgs e)
{
var processedImage = NeuralEngine.PreprocessImage(new Bitmap(pictureBoxArt.Image));
pictureBoxArt.Image = processedImage;
var category = NeuralEngine.Instance.Classify(processedImage);
labelCategory.Text = "Category: " + category;
}
private void CheckCategoryForm_Load(object sender, EventArgs e)
{
var data = NeuralEngine.GetImages();
if (data.Count == 0)
{
MessageBox.Show("Add some art first!");
_parentForm.Show();
Close();
}
else
{
NeuralEngine.Instance.TrainClasificationNetwork();
}
}
private void BrowseForm_Load(object sender, EventArgs e)
{
var data = NeuralEngine.GetImages();
if (data.Count == 0)
{
MessageBox.Show("Add some art first!");
_parentForm.Show();
Close();
}
else
{
var imageIndex = 0;
for (var i = 0; i < data.Count(); i++)
{
ListViewGroup viewGroup;
var category = data.Keys.ElementAt(i);
if (listView1.Groups[category] == null)
{
viewGroup = new ListViewGroup(category, category);
listView1.Groups.Add(viewGroup);
}
else
{
viewGroup = listView1.Groups[category];
}
var images = data.Values.ElementAt(i);
var filenames = Directory.GetFiles("pictures/" + category);
for (var j = 0; j < images.Count; j++)
{
var image = images[j];
imageList1.Images.Add(image);
var item = new ListViewItem(new DirectoryInfo(filenames[j]).Name, imageIndex, viewGroup);
listView1.Items.Add(item);
imageIndex++;
}
}
}
}