/// <summary>
/// Generate only one sample according to the selected items in ListBox
/// </summary>
/// <param name="skeletonDataLines">a string array; raw data including skeleton data and index number</param>
/// <param name="listBox"></param>
/// <param name="fileHandle"></param>
/// <param name="url">folder:where to store the samples</param>
/// <param name="tb"></param>
/// <param name="cntSamples">the total number of the existing samples</param>
/// <param name="minsteps">minimum frames in each sample,if less than minsteps, no sample will be generated</param>
public void WriteSampleData(string[] skeletonDataLines, ListBox listBox, FileHandle fileHandle, string url,
ref TextBox tb, ref int cntSamples, int minsteps = 15)
{
int cntValid = 0;
// Create a sample
string dataStr = string.Empty;
string imgStr = string.Empty;
foreach (var selectedItem in listBox.SelectedItems)
{
// Make sure all the datas are valid
string[] itemSplit = selectedItem.ToString().Split(' ');
if (string.IsNullOrWhiteSpace(itemSplit[3]))
{
MessageBox.Show("Empty data exists in the select data. ");
return;
}
cntValid++;
// add data string
string label = itemSplit[0];
string dataline = skeletonDataLines[Convert.ToInt32(itemSplit[0])].Split(':')[1];
string[] datas = dataline.Split(',');
dataStr += label + "\t";
for (int j = 0; j < datas.Length; j++)
{
dataStr += string.Format("{0}\t", datas[j].Trim());
}
dataStr += "\n";
}
if (cntValid >= minsteps)
{
// Write
// TXT file to write the skeleton data
cntSamples++;
string txtName = string.Format("{0}_{1}_{2}.txt", DateTime.Now.ToString("yyyy-MM-dd HH-mm-ss"), cntSamples.ToString("000"), cntValid);
fileHandle.WriteMsg(Path.Combine(url, txtName), dataStr);
// output the information
string msg = string.Format("Done!\r\nSample No.{0}\r\nValid frames:{1}\r\n\r\n", cntSamples.ToString("000"), cntValid);
tb.Text += msg;
}
else
{
MessageBox.Show($"You should at least choose {minsteps} frames.");
}
}
/// <summary>
/// Disp and update the Button and NumericUpDown for all the classes
/// </summary>
/// <param name="labels_list">a 2-d array; 1st-d:index number; 2nd-d:label</param>
/// <param name="fileHandle"></param>
/// <param name="buttonCnt">button group</param>
public void DispLabelCnt(int[,] labels_list, FileHandle fileHandle, ref Button[] buttonCnt)
{
for (int labelindex = 0; labelindex < buttonCnt.Length; labelindex++)
{
if (labels_list == null)
{
return;
}
List <string> fileUrls = new List <string>();
string[] imgPaths = fileHandle.ImgaeFolder.Split(Path.DirectorySeparatorChar);
for (int i = 0; i < labels_list.GetUpperBound(0) + 1; i++)
{
if (labels_list[i, 1] == labelindex)
{
string imgPath = Path.Combine("..", "..", "..", imgPaths[imgPaths.Length - 2], imgPaths[imgPaths.Length - 1], labels_list[i, 0].ToString() + ".bmp");
fileUrls.Add(imgPath);
}
}
// Disp
buttonCnt[labelindex].Text = fileUrls.Count.ToString();
}
}
/// <summary>
/// Generate all the samples according to all the labeled data
/// Pay attention to the paramaters
/// </summary>
/// <param name="skeletonDataLines">a string array; raw data including skeleton data and index number</param>
/// <param name="labels_list">a 2-d array; 1st-d: index number; 2nd-d: label</param>
/// <param name="fileHandle"></param>
/// <param name="url">folder:where to store the samples</param>
/// <param name="tb"></param>
/// <param name="cntSamples">the total number of the existing samples</param>
/// <param name="maxsteps">maximum frames in each sample</param>
/// <param name="minsteps">minimum frames in each sample,if less than minsteps, no sample will be generated</param>
/// <param name="cover">how many frames to be covered between different samples</param>
/// <param name="gap">if the length of empty part is larger than gap, then set all the following labels to -1</param>
public void WriteSampleData(string[] skeletonDataLines, int[,] labels_list, FileHandle fileHandle,
string url, ref TextBox tb, ref int cntSamples, int maxsteps = 60, int minsteps = 15, int cover = 30, int gap = 3)
{
int cntValidAll = 0;
for (int i = 0; i < labels_list.GetLength(0);)
{
// Make sure first data is valid
int label = labels_list[i, 1];
if (label < 0)
{
i++;
continue;
}
//get data by maxsteps fistly
int[,] sample = new int[maxsteps, 2];
int step = Math.Min(labels_list.GetLength(0) - i, maxsteps);
for (int j = 0; j < step; j++)
{
sample[j, 0] = labels_list[i + j, 0];
sample[j, 1] = labels_list[i + j, 1];
}
// detect the gap and set the following data to -1
int cntGap = 0;
int cntValid = 0;
//int LstIndex = maxsteps-1;
for (int j = 0; j < step; j++)
{
if (cntGap > gap)
{
sample[j, 1] = -1;
continue;
}
if (sample[j, 1] == -1)
{
cntGap++;
}
else
{
cntValid++;
cntGap = 0;
}
}
// initial for next batch
i = i + cover;
//check the number of the valid data, move to next batch if not enough
if (cntValid < minsteps)
{
continue;
}
else
{
cntSamples++;
cntValidAll += cntValid;
string baseName = string.Format("{0}_{1}_{2}", DateTime.Now.ToString("yyyy-MM-dd HH-mm-ss"), cntSamples.ToString("000"), cntValid);
string txtName = baseName + ".txt";
//string labelName = baseName + ".md";
// write the data which is not -1
for (int m = 0; m < step; m++)
{
string dataStr = string.Empty;
//string labelStr = string.Empty;
if (sample[m, 1] > -1)
{
string dataline = skeletonDataLines[sample[m, 0]].Split(':')[1];
string[] data_joints = dataline.Split(',');
// replace all the Standing with Walking
int label_temp = sample[m, 1] == 0 ? 2 : sample[m, 1];
dataStr += sample[m, 0].ToString("00000") + "\t" + label_temp.ToString() + "\t";
//labelStr += sample[m, 0].ToString("00000") + "\t" + sample[m, 1].ToString();
for (int j = 0; j < data_joints.Length; j++)
{
dataStr += string.Format("{0}\t", data_joints[j].Trim());
}
// Write
fileHandle.WriteMsg(Path.Combine(url, txtName), dataStr);
}
}
}
}
// output the information
string msg = string.Format("Done!\r\nUrl:{0}\r\nSample number:{1}\r\nValid frames:{2}\r\n\r\n", url, cntSamples, cntValidAll);
tb.Text += msg;
}
/// <summary>
/// After label, this function help to update Listbox and global label list
/// And save the label list to a .md file
/// </summary>
/// <param name="labels_list">global label list</param>
/// <param name="url">url of the .md file to save the labels</param>
/// <param name="listBox"></param>
/// <param name="labelindex">[-1,0,1,2,3,4] -1 means ignored</param>
/// <param name="fileHandle"></param>
public void UpdateLabel(ref int[,] labels_list, string url, ref ListBox listBox, int labelindex, FileHandle fileHandle)
{
// add image string: ..\..\..\DataFloder\ImagesFolder\ImageName
string[] imgPaths = fileHandle.ImgaeFolder.Split(Path.DirectorySeparatorChar);
foreach (int selectedIndex in listBox.SelectedIndices)
{
// Modify the listBox
string line = listBox.Items[selectedIndex].ToString();
string[] line_arr = line.Split(' ');
if (string.IsNullOrWhiteSpace(line_arr[3]))
{
continue;
}
string line_new = line.Substring(0, line.Length - 1) + (labelindex == -1 ? " " : labelindex.ToString());
listBox.Items[selectedIndex] = line_new;
listBox.SetSelected(selectedIndex, true);
// Modify the labels list
labels_list[selectedIndex, 1] = labelindex;
}
// Write
fileHandle.WriteLabelsMD(url, labels_list);
}