//Just Capture Data
//Pass in an array for data points.
public void AddGestureToTrainingExamples(List <Vector3> capturedLine, Handedness hand)
{
string gestureFileLocation = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + recognizerName + "/Gestures/";
//we need to check if this directory exists.
//if not we need to create the directory and file.
System.IO.Directory.CreateDirectory(gestureFileLocation);
if (capturedLine.Count >= 11)
{
if (!Config.USE_RAW_DATA)
{
capturedLine = Utils.SubDivideLine(capturedLine);
capturedLine = Utils.DownResLine(capturedLine);
}
GestureExample saveMe = new GestureExample();
saveMe.name = CurrentGesture.name;
saveMe.data = capturedLine;
saveMe.hand = hand;
saveMe.raw = Config.USE_RAW_DATA;
saveMe.isSynchronous = CurrentGesture.isSynchronous;
//System.IO.StreamWriter file = new System.IO.StreamWriter(gestureFileLocation + gestureName + ".txt", true);
using (System.IO.StreamWriter file = new System.IO.StreamWriter(gestureFileLocation + CurrentGesture.name + ".txt", true))
{
file.WriteLine(JsonUtility.ToJson(saveMe));
}
CurrentGesture.exampleCount++;
}
}
//Just Capture Data
//Pass in an array for data points.
public void AddGestureToTrainingExamples(string gestureName, List <Vector3> capturedLine)
{
string gestureFileLocation = Config.SAVE_FILE_PATH + recognizerName + "/Gestures/";
//we need to check if this directory exists.
//if not we need to create the directory and file.
System.IO.Directory.CreateDirectory(gestureFileLocation);
if (capturedLine.Count >= 11)
{
if (!Config.USE_RAW_DATA)
{
capturedLine = Utils.Instance.SubDivideLine(capturedLine);
capturedLine = Utils.Instance.DownResLine(capturedLine);
}
GestureExample saveMe = new GestureExample();
saveMe.name = gestureName;
saveMe.data = capturedLine;
saveMe.raw = Config.USE_RAW_DATA;
//System.IO.StreamWriter file = new System.IO.StreamWriter(gestureFileLocation + gestureName + ".txt", true);
using (System.IO.StreamWriter file = new System.IO.StreamWriter(gestureFileLocation + gestureName + ".txt", true))
{
file.WriteLine(JsonUtility.ToJson(saveMe));
}
}
}
public void DeleteGestureExample(GestureExample gestureExample, int lineNumber)
{
Gesture g = gestureSettings.FindGesture(gestureExample.name);
g.exampleCount--;
Utils.DeleteGestureExample(currentNeuralNet, gestureExample.name, lineNumber);
allExamples.Remove(gestureExample);
for (int i = grids.Count - 1; i >= 0; i--)
{
// delete the gesture example in the grid
if (grids[i].examples.Contains(gestureExample))
{
int gestureExampleIndex = grids[i].examples.IndexOf(gestureExample);
grids[i].examples.RemoveAt(gestureExampleIndex);
}
// delete the gesture gallery example in the grid
for (int j = grids[i].galleryExamples.Count - 1; j >= 0; j--)
{
if (grids[i].galleryExamples[j].example == gestureExample)
{
Destroy(grids[i].galleryExamples[j].gameObject);
grids[i].galleryExamples.RemoveAt(j);
}
}
Vector3 lastPosition = galleryRB.position;
DestroyGestureGalleryGrids();
CreateGestureGalleryGrids();
PositionGestureGallery(lastPosition);
}
}
void CallDeleteGesture(GestureExample gestureExample, GameObject frame, GameObject line)
{
int lineNumber = examples.IndexOf(gestureExample);
examples.Remove(gestureExample);
Utils.Instance.DeleteGestureExample(currentNeuralNet, currentGesture, lineNumber);
GameObject.Destroy(frame);
GameObject.Destroy(line);
}
public double[][] ReadAllData()
{
//read in the file
//technically this should only read files that are also in the gestures list.
//@TODO - compare files in gestures folder to ones in list.
string gesturesFilePath = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + recognizerName + "/Gestures/";
if (!System.IO.Directory.Exists(gesturesFilePath))
{
Debug.Log("No recorded gestures. Please record some gestures in VR.");
return(null);
}
string[] files = System.IO.Directory.GetFiles(gesturesFilePath, "*.txt");
List <string> tmpLines = new List <string>();
foreach (string fileLocation in files)
{
tmpLines.AddRange(System.IO.File.ReadAllLines(fileLocation));
}
string[] lines = tmpLines.ToArray();
double[][] readData = new double[lines.Length][];
List <double[]> tmpAllData = new List <double[]>();
foreach (string currentLine in lines)
{
//Gesture Example will need to know if it is Sync.
GestureExample myObject = JsonUtility.FromJson <GestureExample>(currentLine);
if (Config.USE_RAW_DATA)
{
myObject.data = Utils.SubDivideLine(myObject.data);
myObject.data = Utils.DownScaleLine(myObject.data);
}
List <double> tmpLine = new List <double>();
//First Add All Inputs
tmpLine.Add((int)myObject.hand);
tmpLine.AddRange(myObject.GetAsArray());
tmpLine.AddRange(FindOutputVector(myObject.name, myObject.hand, myObject.isSynchronous));
tmpAllData.Add(tmpLine.ToArray());
}
return(tmpAllData.ToArray());
}
public double[][] ReadAllData()
{
//read in the file
//technically this should only read files that are also in the gestures list.
//@TODO - compare files in gestures folder to ones in list.
string gesturesFilePath = Config.SAVE_FILE_PATH + recognizerName + "/Gestures/";
if (!System.IO.Directory.Exists(gesturesFilePath))
{
Debug.Log("No recorded gestures. Please record some gestures in VR.");
return(null);
}
string[] files = System.IO.Directory.GetFiles(gesturesFilePath, "*.txt");
List <string> tmpLines = new List <string>();
foreach (string fileLocation in files)
{
tmpLines.AddRange(System.IO.File.ReadAllLines(fileLocation));
}
string[] lines = tmpLines.ToArray();
//This need to read every file inside of gestures.
//string[] lines = System.IO.File.ReadAllLines(Config.SAVE_FILE_PATH + examplesFileName);
double[][] readData = new double[lines.Length][];
List <double[]> tmpAllData = new List <double[]>();
foreach (string currentLine in lines)
{
GestureExample myObject = JsonUtility.FromJson <GestureExample>(currentLine);
if (Config.USE_RAW_DATA)
{
myObject.data = Utils.Instance.SubDivideLine(myObject.data);
myObject.data = Utils.Instance.DownScaleLine(myObject.data);
}
List <double> tmpLine = new List <double>();
tmpLine.AddRange(myObject.GetAsArray());
tmpLine.AddRange(CalculateOutputVector(myObject.name));
tmpAllData.Add(tmpLine.ToArray());
}
return(tmpAllData.ToArray());
}
public static void RenameGestureFile(string gestureOldName, string gestureNewName, string networkName)
{
string oldPath = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + networkName + "/Gestures/" + gestureOldName + ".txt";
string newPath = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + networkName + "/Gestures/" + gestureNewName + ".txt";
//get all them old gesture
string[] oldLines = System.IO.File.ReadAllLines(oldPath);
List <string> newLines = new List <string>();
foreach (string line in oldLines)
{
GestureExample currentGest = JsonUtility.FromJson <GestureExample>(line);
currentGest.name = gestureNewName;
newLines.Add(JsonUtility.ToJson(currentGest));
}
System.IO.File.WriteAllLines(newPath, newLines.ToArray());
DeleteGestureFile(gestureOldName, networkName);
}
public void Init(VRGestureGalleryGrid _grid, GestureExample _example, int _lineNumber)
{
grid = _grid;
example = _example;
lineNumber = _lineNumber;
// draw the line
lineDrawing = DrawGesture(example.data, _lineNumber);
transform.localPosition = Vector3.zero;
transform.localScale = Vector3.one;
// set the trash icon position
RectTransform trashTF = (RectTransform)trash.transform;
trashTF.SetSizeWithCurrentAnchors(RectTransform.Axis.Horizontal, 20);
trashTF.SetSizeWithCurrentAnchors(RectTransform.Axis.Vertical, 25);
// add the button listener function
button.onClick.AddListener(() => grid.gallery.DeleteGestureExample(example, lineNumber));
}
void GenerateGestureGallery()
{
float xPos = 0;
float yPos = 0;
int column = 0;
int row = 0;
// draw gesture at position
float gridStartPosX = (gridUnitSize * gridMaxColumns) / 2;
int gridMaxRows = examples.Count / gridMaxColumns;
float gridStartPosY = (gridUnitSize * gridMaxRows) / 2;
// go through all the gesture examples and draw them in a grid
for (int i = 0; i < examples.Count; i++)
{
// set the next position
xPos = column * gridUnitSize;
yPos = -row * gridUnitSize;
// offset positions to center the transform
xPos -= gridStartPosX;
yPos += gridStartPosY;
Vector3 localPos = new Vector3(xPos, yPos, 0);
// draw the gesture
GameObject gestureLine = DrawGesture(examples[i].data, localPos, i);
// draw the frame
Vector3 framePos = localPos + frameOffset;
GameObject frame = GameObject.Instantiate(framePrefab) as GameObject;
frame.transform.parent = transform;
frame.transform.localPosition = framePos;
frame.transform.localRotation = Quaternion.identity;
frame.name = "Frame " + i;
frame.GetComponent <RectTransform>().SetSizeWithCurrentAnchors(RectTransform.Axis.Horizontal, gridUnitSize);
frame.GetComponent <RectTransform>().SetSizeWithCurrentAnchors(RectTransform.Axis.Vertical, gridUnitSize);
Button frameButton = frame.GetComponent <Button>();
GestureExample example = examples[i];
GameObject lineObj = gestureLine;
frameButton.onClick.AddListener(() => CallDeleteGesture(example, frame, lineObj));
// set the trash icon position
VRGestureGalleryFrame frameScript = frame.GetComponent <VRGestureGalleryFrame>();
RectTransform trashTF = (RectTransform)frameScript.trash.transform;
frameScript.trash.transform.localPosition = Vector3.zero;
trashTF.SetSizeWithCurrentAnchors(RectTransform.Axis.Horizontal, gridUnitSize * 2);
trashTF.SetSizeWithCurrentAnchors(RectTransform.Axis.Vertical, gridUnitSize * 2);
// change column or row
column += 1;
if (column >= gridMaxColumns)
{
column = 0;
row += 1;
}
}
// instructions adjust
// needs work
float instructionsPosY = ((row + 1) * gridUnitSize);
instructions.localPosition = new Vector3(0, instructionsPosY, 0);
galleryState = GestureGalleryState.Visible;
}