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Merge pull request #29 from hicsail/customdwelltime
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Customdwelltime
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Farid-Karimli authored Mar 9, 2024
2 parents 9d7f301 + d291160 commit 9ef7867
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Showing 9 changed files with 99 additions and 23 deletions.
2 changes: 1 addition & 1 deletion src/config/config.ts
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ var configuration = {
doubleClickGesture: "none", // valid values => "dwell", "mouth", "eyebrow-raise" and "none"

// Dwell time hovering time
dwellTime: 1000, // in milliseconds
dwellTime: 0.833, // in seconds

// Thresholds for the gestures
mouthGestureThreshold: 0.4,
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2 changes: 1 addition & 1 deletion src/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -58,7 +58,7 @@ const createWindow = (): void => {
};

const turnOffTracking = () => {
console.log("Turned off tracking!");
//console.log("Turned off tracking!");
configuration.trackingStatus = TRACKING_STATUS.OFF;
mainWindow.webContents.send(
IPC_FUNCTION_KEYS.HANDLE_CONFIGURATION_UPDATE,
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50 changes: 50 additions & 0 deletions src/pyTracker/.spec
Original file line number Diff line number Diff line change
@@ -0,0 +1,50 @@
# -*- mode: python ; coding: utf-8 -*-


block_cipher = None


a = Analysis(
['main.spec'],
pathex=[],
binaries=[],
datas=[],
hiddenimports=[],
hookspath=[],
hooksconfig={},
runtime_hooks=[],
excludes=[],
win_no_prefer_redirects=False,
win_private_assemblies=False,
cipher=block_cipher,
noarchive=False,
)
pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)

exe = EXE(
pyz,
a.scripts,
[],
exclude_binaries=True,
name='',
debug=False,
bootloader_ignore_signals=False,
strip=False,
upx=True,
console=True,
disable_windowed_traceback=False,
argv_emulation=False,
target_arch=None,
codesign_identity=None,
entitlements_file=None,
)
coll = COLLECT(
exe,
a.binaries,
a.zipfiles,
a.datas,
strip=False,
upx=True,
upx_exclude=[],
name='',
)
3 changes: 1 addition & 2 deletions src/pyTracker/src/api/requests.py
Original file line number Diff line number Diff line change
Expand Up @@ -47,8 +47,7 @@ def getLatestAppSettingsFromServer(trackerState):
trackerState.setScaleFactorValues(config['mouseMovementScaleFactor'], config['mouseMovementScaleFactorY'])
trackerState.updateGestures(config['leftClickGesture'], config['rightClickGesture'], config['doubleClickGesture'])
trackerState.updateGestureThresholds(config['mouthGestureThreshold'], config['eyebrowGestureThreshold'])
print("Mouth Gesture Threshold: ", config['mouthGestureThreshold'])
print("Eyebrow Gesture Threshold: ", config['eyebrowGestureThreshold'])
trackerState.updateDwellTime(config['dwellTime'])

# detect shutdown command from server and end python process immediately
def processShutDownCommand(response):
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5 changes: 2 additions & 3 deletions src/pyTracker/src/main.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,8 +15,7 @@
while True:
face, pose, pos, guesture, face_confidence, gesture_confidences = trackFace(trackerState)
sendTrackingInfo(face, frameSize, pose, pos, guesture, face_confidence, gesture_confidences)
convertFaceTrackingToMouseMovement(face, frameSize, pose, pos, guesture)

convertFaceTrackingToMouseMovement(face, frameSize, pose, pos, guesture, trackerState)

# get config every now and then
if count % 20 == 0:
Expand All @@ -27,7 +26,7 @@
if k == 27:
break

# Do the if statement if the OS is Windows
# On Windows, close both windows if the close button is pressed
if sys.platform == 'win32':
if cv2.getWindowProperty('Face Tracker', cv2.WND_PROP_VISIBLE) < 1:
break
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6 changes: 1 addition & 5 deletions src/pyTracker/src/videoProcessing/ssdFaceTrack.py
Original file line number Diff line number Diff line change
Expand Up @@ -98,7 +98,7 @@ def getFrameSize():
return (config.FRAME_WIDTH,config.FRAME_HEIGHT)
frame = imutils.resize(frame, width=config.FRAME_WIDTH, height=config.FRAME_HEIGHT)
(h, w) = frame.shape[:2]
print("Webcam size (h, w)",(h, w) )
#print("Webcam size (h, w)",(h, w) )
return (w,h)

from math import cos, sin, hypot
Expand Down Expand Up @@ -250,10 +250,6 @@ def detect_eyebrows_raised(left_eyebrow, right_eyebrow, left_eye, right_eye):
relative_left = abs(left_eyebrow[2][1] - left_eye[-1][1]) / dist.euclidean(left_eyebrow[0], left_eyebrow[-1])
relative_right = abs(right_eyebrow[2][1] - right_eye[-1][1]) / dist.euclidean(right_eyebrow[0], right_eyebrow[-1])

# print('-------------------')
# print("left", relative_left)
# print("right", relative_right)

return min(relative_left, relative_right) > EYEBROW_DIST_THRESHOLD


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16 changes: 9 additions & 7 deletions src/pyTracker/src/videoProcessing/track2Command.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ def getCenterOfFace(face):
frameSize: (w, h)
width and height of the frame in which the face was tracked
"""
def convertFaceTrackingToMouseMovement(face, frameSize, pose, pos, gesture):
def convertFaceTrackingToMouseMovement(face, frameSize, pose, pos, gesture, state):
w, h = frameSize
if pos and len(pos) > 0:
newMousePosition = { "x" : pos[0] / w, "y" : pos[1] / h }
Expand All @@ -38,13 +38,14 @@ def convertFaceTrackingToMouseMovement(face, frameSize, pose, pos, gesture):
rightClick = trackerState.rightClickGesture
doubleClick = trackerState.doubleClickGesture

frames = trackerState.dwellTime
# Handle left click
if leftClick == "dwell" :
detectHoverToClickGesture(MOUSE_ACTIONS.LEFT_CLICK)
detectHoverToClickGesture(MOUSE_ACTIONS.LEFT_CLICK, frames)
elif rightClick == "dwell":
detectHoverToClickGesture(MOUSE_ACTIONS.RIGHT_CLICK)
detectHoverToClickGesture(MOUSE_ACTIONS.RIGHT_CLICK, frames)
elif doubleClick == "dwell":
detectHoverToClickGesture(MOUSE_ACTIONS.DOUBLE_CLICK)
detectHoverToClickGesture(MOUSE_ACTIONS.DOUBLE_CLICK, frames)

elif (leftClick == "mouth" and gesture[0]) or (leftClick == "eyebrow-raise" and gesture[1]):
sendRequest(MOUSE_ACTION_PATH, MOUSE_ACTIONS.LEFT_CLICK)
Expand All @@ -71,10 +72,10 @@ def sendTrackingInfo(face, frameSize, pose, pos, guesture, face_confidence, gest
"""
sends a left click command to server if face has been hovering around the same position for a while
"""
def detectHoverToClickGesture(command):
if len(trackerState.trackedPositions) >= config.HOVER_TO_CLICK_MIN_POINTS:
def detectHoverToClickGesture(command, frames):
if len(trackerState.trackedPositions) >= frames:
# get last HOVER_TO_CLICK_MIN_POINTS tracked positions.
startIndex = len(trackerState.trackedPositions) - config.HOVER_TO_CLICK_MIN_POINTS
startIndex = len(trackerState.trackedPositions) - frames
endIndex = len(trackerState.trackedPositions)
cluster = deque(itertools.islice(trackerState.trackedPositions, startIndex, endIndex))# a deque can't be sliced with [x:x]
# get distance between furthest two points in cluster
Expand All @@ -84,4 +85,5 @@ def detectHoverToClickGesture(command):
if longestDistanceX < config.HOVER_TO_CLICK_DISTANCE_THRESHOLD and longestDistanceY < config.HOVER_TO_CLICK_DISTANCE_THRESHOLD:
# clear past positions to prevent unintentional consecutive clicks
trackerState.trackedPositions.clear()
#print("frames: ", frames)
sendRequest(MOUSE_ACTION_PATH, command)
7 changes: 7 additions & 0 deletions src/pyTracker/src/videoProcessing/trackerState.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,8 @@ def __init__(self):
self.mouthGestureThreshold = 0.4
self.eyebrowGestureThreshold = 0.4

self.dwellTime = 25 # in frames

def updateTracked(confidence):
trackedReq += 1
trackedProb += confidence
Expand All @@ -46,4 +48,9 @@ def updateGestureThresholds(self, mouthGestureThreshold, eyebrowGestureThreshold
self.mouthGestureThreshold = mouthGestureThreshold
self.eyebrowGestureThreshold = eyebrowGestureThreshold

def updateDwellTime(self, dwellTime):
# input: dwellTime - in seconds
frames = int((30*dwellTime) // 1)
self.dwellTime = frames

trackerState = TrackerState()
31 changes: 27 additions & 4 deletions src/screens/Settings.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ const Settings: React.FC<Props> = (props) => {
const [doubleClickGesture, setDoubleClickGesture] = useState(appConfig.doubleClickGesture);
const [mouthThreshold, setMouthThreshold] = useState(appConfig.mouthGestureThreshold);
const [eyebrowThreshold, setEyebrowThreshold] = useState(appConfig.eyebrowGestureThreshold);
const [dwellTime, setDwellTime] = useState(appConfig.dwellTime);

console.log(TAG, "appConfig", appConfig);

Expand Down Expand Up @@ -128,7 +129,6 @@ const Settings: React.FC<Props> = (props) => {
// create alert to user
return;
}
console.log(event);
setLeftClickGesture(event.target.value as string);


Expand All @@ -137,7 +137,6 @@ const Settings: React.FC<Props> = (props) => {
await window.electronAPI.updateConfiguration(newAppConfig);
await setAppConfig(newAppConfig);

console.log("leftClickGesture after", leftClickGesture)

};

Expand Down Expand Up @@ -187,6 +186,16 @@ const Settings: React.FC<Props> = (props) => {
}
};

const handleDwellTimeChange = async (_:Event, newValue: number | number[]) => {
if (typeof newValue == "number") {
setDwellTime(newValue);
console.log("dwellTime", newValue);
const newAppConfig = { ...appConfig, dwellTime: newValue};
window.electronAPI.updateConfiguration(newAppConfig);
await setAppConfig(newAppConfig);
}
}

return (
<Stack minWidth={350} width={"100%"}>
{!appConfig.monoTrackingMode && (
Expand Down Expand Up @@ -288,9 +297,22 @@ const Settings: React.FC<Props> = (props) => {
Thresholds
</Typography>

<Stack direction='row' justifyContent={"space-between"} spacing={10}>

<Stack direction='row' justifyContent={"space-between"} spacing={10} >

<Stack>
<Typography gutterBottom>Dwell Time</Typography>
<StyledSlider
aria-label="eyebrow threshold slider"
value={dwellTime}
onChangeCommitted={handleDwellTimeChange}
getAriaValueText={(value: string) => value.toString()}
marks
step={0.1}
min={0.3}
max={1.7}
valueLabelDisplay="auto"
/>
</Stack>
<Stack>
<Typography gutterBottom>Mouth threshold</Typography>
<StyledSlider
Expand All @@ -303,6 +325,7 @@ const Settings: React.FC<Props> = (props) => {
min={0.1}
max={0.9}
valueLabelDisplay="auto"
style={{flexGrow: 2}}
/>
</Stack>
<Stack>
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