def mouseReleaseEvent(self, _):
"""
@type event: QMouseEvent
@param event:
@return:
"""
# Prevent draw on video if not started or finished
# if self.parent.player.position() == 0:
# return
# Censure Draw Interaction
if self._interaction.censure:
geom = self.Censure_RubberBand.geometry()
self.Censure_RubberBand.hide()
self.drawCesure.append([geom])
# Object Tracking Interaction
if self._interaction.objectTracking:
geom = self.Tracking_Video_RubberBand.geometry()
offset = self.surface.videoRect()
bbox = (
geom.x() -
offset.x(),
geom.y() -
offset.y(),
geom.width(),
geom.height())
img = self.currentFrame()
frame = convertQImageToMat(img)
# Remo rubberband on canvas and video
self.Tracking_Video_RubberBand.hide()
self.Track_Canvas_RubberBand.reset()
self.tracker = TrackerMOSSE_create()
result = resize(frame, (offset.width(), offset.height()))
try:
ok = self.tracker.init(result, bbox)
except Exception:
return
if ok:
self._isinit = True
# Get Traker center
xc = bbox[0] + (geom.width() / 2)
yc = bbox[1] + (geom.height() / 2)
p = QPoint(xc, yc)
Longitude, Latitude, _ = vut.GetPointCommonCoords(
p, self.surface)
# Draw Rubber Band on canvas
self.Track_Canvas_RubberBand.addPoint(
QgsPointXY(Longitude, Latitude))
else:
self._isinit = False
def createTrackerByName(trackerType):
# Create a tracker based on tracker name
if trackerType == 'CSRT':
tracker = TrackerCSRT_create()
elif trackerType == 'MIL':
tracker = TrackerMIL_create()
elif trackerType == 'KCF':
tracker = TrackerKCF_create()
elif trackerType == 'TLD':
tracker = TrackerTLD_create()
elif trackerType == 'MedianFlow':
tracker = TrackerMedianFlow_create()
elif trackerType == 'GOTURN':
tracker = TrackerGOTURN_create()
elif trackerType == 'MOSSE':
tracker = TrackerMOSSE_create()
elif trackerType == 'Boosting':
tracker = TrackerBoosting_create()
else:
tracker = None
print('Incorrect tracker name')
return tracker
class VideoWidget(QVideoWidget):
def __init__(self, parent=None):
''' Constructor '''
super().__init__(parent)
self.surface = VideoWidgetSurface(self)
self.setAttribute(Qt.WA_OpaquePaintEvent)
self.Tracking_Video_RubberBand = QRubberBand(QRubberBand.Rectangle, self)
self.Censure_RubberBand = QRubberBand(QRubberBand.Rectangle, self)
color_blue = QColor(Qt.blue)
color_black = QColor(Qt.black)
color_amber = QColor(252, 215, 108)
pal_blue = QPalette()
pal_blue.setBrush(QPalette.Highlight, QBrush(color_blue))
self.Tracking_Video_RubberBand.setPalette(pal_blue)
pal_black = QPalette()
pal_black.setBrush(QPalette.Highlight, QBrush(color_black))
self.Censure_RubberBand.setPalette(pal_black)
self._interaction = InteractionState()
self._filterSatate = FilterState()
self._isinit = False
self._MGRS = False
self.gt = None
self.drawCesure = []
self.poly_coordinates, self.drawPtPos, self.drawLines, self.drawMeasureDistance, self.drawMeasureArea, self.drawPolygon = [], [], [], [], [], []
# Draw Polygon Canvas Rubberband
self.poly_Canvas_RubberBand = QgsRubberBand(
iface.mapCanvas(), True) # Polygon type
# set rubber band style
self.poly_Canvas_RubberBand.setColor(color_amber)
self.poly_Canvas_RubberBand.setWidth(3)
# Tracking Canvas Rubberband
self.Track_Canvas_RubberBand = QgsRubberBand(
iface.mapCanvas(), QgsWkbTypes.LineGeometry)
# set rubber band style
self.Track_Canvas_RubberBand.setColor(color_blue)
self.Track_Canvas_RubberBand.setWidth(5)
# Cursor Canvas Rubberband
self.Cursor_Canvas_RubberBand = QgsRubberBand(
iface.mapCanvas(), QgsWkbTypes.PointGeometry)
self.Cursor_Canvas_RubberBand.setWidth(4)
self.Cursor_Canvas_RubberBand.setColor(QColor(255, 100, 100, 250))
self.Cursor_Canvas_RubberBand.setIcon(QgsRubberBand.ICON_FULL_DIAMOND)
self.parent = parent.parent()
palette = self.palette()
palette.setColor(QPalette.Background, Qt.transparent)
self.setPalette(palette)
self.origin, self.dragPos = QPoint(), QPoint()
self.tapTimer = QBasicTimer()
self.brush = QBrush(color_black)
self.blue_Pen = QPen(color_blue, 3)
def removeLastLine(self):
''' Remove Last Line Objects '''
if self.drawLines:
try:
if self.drawLines[-1][3] == "mouseMoveEvent":
del self.drawLines[-1] # Remove mouseMoveEvent element
except Exception:
None
for pt in range(len(self.drawLines) - 1, -1, -1):
del self.drawLines[pt]
try:
if self.drawLines[pt - 1][0] is None:
break
except Exception:
None
self.UpdateSurface()
AddDrawLineOnMap(self.drawLines)
return
def removeLastSegmentLine(self):
''' Remove Last Segment Line Objects '''
try:
if self.drawLines[-1][3] == "mouseMoveEvent":
del self.drawLines[-1] # Remove mouseMoveEvent element
except Exception:
None
if self.drawLines:
if self.drawLines[-1][0] is None:
del self.drawLines[-1]
del self.drawLines[-1]
self.UpdateSurface()
AddDrawLineOnMap(self.drawLines)
return
def removeAllLines(self):
''' Resets Line List '''
if self.drawLines:
self.drawLines = []
self.UpdateSurface()
# Clear all Layer
RemoveAllDrawLineOnMap()
def ResetDrawMeasureDistance(self):
''' Resets Measure Distance List '''
self.drawMeasureDistance = []
def ResetDrawMeasureArea(self):
''' Resets Measure Area List '''
self.drawMeasureArea = []
def removeAllCensure(self):
''' Remove All Censure Objects '''
if self.drawCesure:
self.drawCesure = []
self.UpdateSurface()
def removeLastCensured(self):
''' Remove Last Censure Objects '''
if self.drawCesure:
del self.drawCesure[-1]
self.UpdateSurface()
def removeLastPoint(self):
''' Remove All Point Drawer Objects '''
if self.drawPtPos:
del self.drawPtPos[-1]
self.UpdateSurface()
RemoveLastDrawPointOnMap()
return
def removeAllPoint(self):
''' Remove All Point Drawer Objects '''
if self.drawPtPos:
self.drawPtPos = []
self.UpdateSurface()
# Clear all Layer
RemoveAllDrawPointOnMap()
return
def removeAllPolygon(self):
''' Remove All Polygon Drawer Objects '''
if self.drawPolygon:
self.drawPolygon = []
self.UpdateSurface()
# Clear all Layer
RemoveAllDrawPolygonOnMap()
def removeLastPolygon(self):
''' Remove Last Polygon Drawer Objects '''
if self.drawPolygon:
try:
if self.drawPolygon[-1][3] == "mouseMoveEvent":
del self.drawPolygon[-1] # Remove mouseMoveEvent element
except Exception:
None
for pt in range(len(self.drawPolygon) - 1, -1, -1):
del self.drawPolygon[pt]
try:
if self.drawPolygon[pt - 1][0] is None:
break
except Exception:
None
self.UpdateSurface()
# remove last index layer
RemoveLastDrawPolygonOnMap()
def keyPressEvent(self, event):
'''Exit fullscreen
:type event: QKeyEvent
:param event:
:return:
'''
if event.key() == Qt.Key_Escape and self.isFullScreen():
self.setFullScreen(False)
event.accept()
elif event.key() == Qt.Key_Enter and event.modifiers() & Qt.Key_Alt:
self.setFullScreen(not self.isFullScreen())
event.accept()
else:
super().keyPressEvent(event)
def mouseDoubleClickEvent(self, event):
"""
Mouse double click event
:type event: QMouseEvent
:param event:
:return:
"""
if GetImageHeight() == 0:
return
if(not vut.IsPointOnScreen(event.x(), event.y(), self.surface)):
return
if self.gt is not None and self._interaction.lineDrawer:
self.drawLines.append([None, None, None])
return
if self.gt is not None and self._interaction.measureDistance:
self.drawMeasureDistance.append([None, None, None])
return
if self.gt is not None and self._interaction.measureArea:
self.drawMeasureArea.append([None, None, None])
return
if self.gt is not None and self._interaction.polygonDrawer:
ok = AddDrawPolygonOnMap(self.poly_coordinates)
# Prevent invalid geometry (Polygon with 2 points)
if not ok:
return
self.drawPolygon.append([None, None, None])
# Empty RubberBand
for _ in range(self.poly_Canvas_RubberBand.numberOfVertices()):
self.poly_Canvas_RubberBand.removeLastPoint()
# Empty List
self.poly_coordinates = []
return
self.UpdateSurface()
self.setFullScreen(not self.isFullScreen())
event.accept()
def videoSurface(self):
''' Return video Surface '''
return self.surface
def UpdateSurface(self):
''' Update Video Surface only is is stopped or paused '''
if self.parent.playerState in (QMediaPlayer.StoppedState,
QMediaPlayer.PausedState):
self.update()
QApplication.processEvents()
def sizeHint(self):
''' This property holds the recommended size for the widget '''
return self.surface.surfaceFormat().sizeHint()
def currentFrame(self):
''' Return current frame QImage '''
return self.surface.image
def SetInvertColor(self, value):
'''Set Invert color filter
@type value: bool
@param value:
@return:
'''
self._filterSatate.invertColorFilter = value
def SetObjectTracking(self, value):
'''Set Object Tracking
@type value: bool
@param value:
@return:
'''
self._interaction.objectTracking = value
def SetMeasureDistance(self, value):
'''Set measure Distance
@type value: bool
@param value:
@return:
'''
self._interaction.measureDistance = value
def SetMeasureArea(self, value):
'''Set measure Area
@type value: bool
@param value:
@return:
'''
self._interaction.measureArea = value
def SetHandDraw(self, value):
'''Set Hand Draw
@type value: bool
@param value:
@return:
'''
self._interaction.HandDraw = value
def SetCensure(self, value):
'''Set Censure Video Parts
@type value: bool
@param value:
@return:
'''
self._interaction.censure = value
def SetMGRS(self, value):
'''Set MGRS Cursor Coordinates
@type value: bool
@param value:
@return:
'''
self._MGRS = value
def SetGray(self, value):
'''Set gray scale
@type value: bool
@param value:
@return:
'''
self._filterSatate.grayColorFilter = value
def SetMirrorH(self, value):
'''Set Horizontal Mirror
@type value: bool
@param value:
@return:
'''
self._filterSatate.MirroredHFilter = value
def SetNDVI(self, value):
'''Set NDVI
@type value: bool
@param value:
@return:
'''
self._filterSatate.NDVI = value
def SetEdgeDetection(self, value):
'''Set Canny Edge filter
@type value: bool
@param value:
@return:
'''
self._filterSatate.edgeDetectionFilter = value
def SetAutoContrastFilter(self, value):
'''Set Automatic Contrast filter
@type value: bool
@param value:
@return:
'''
self._filterSatate.contrastFilter = value
def SetMonoFilter(self, value):
'''Set mono filter
@type value: bool
@param value:
@return:
'''
self._filterSatate.monoFilter = value
def RestoreFilters(self):
''' Remove and restore all video filters '''
self._filterSatate.clear()
def RestoreDrawer(self):
''' Remove and restore all Drawer Options '''
self._interaction.clear()
# Magnifier Glass
self.dragPos = QPoint()
self.tapTimer.stop()
def RemoveCanvasRubberbands(self):
''' Remove Canvas Rubberbands '''
self.poly_Canvas_RubberBand.reset()
self.Track_Canvas_RubberBand.reset(QgsWkbTypes.LineGeometry)
self.Cursor_Canvas_RubberBand.reset(QgsWkbTypes.PointGeometry)
def paintEvent(self, event):
"""
@type event: QPaintEvent
@param event:
@return:
"""
if not self.surface.isActive():
return
self.painter = QPainter(self)
self.painter.setRenderHint(QPainter.HighQualityAntialiasing)
region = event.region()
self.painter.fillRect(region.boundingRect(), self.brush) # Background painter color
try:
self.surface.paint(self.painter)
SetImageSize(self.currentFrame().width(),
self.currentFrame().height())
except Exception:
None
# Prevent draw on video if not started or finished
if self.parent.player.position() == 0:
self.painter.end()
return
self.gt = GetGCPGeoTransform()
# Draw On Video
draw.drawOnVideo(self.drawPtPos, self.drawLines, self.drawPolygon,
self.drawMeasureDistance, self.drawMeasureArea, self.drawCesure, self.painter, self.surface, self.gt)
# Draw On Video Object tracking test
if self._interaction.objectTracking and self._isinit:
frame = convertQImageToMat(self.currentFrame())
offset = self.surface.videoRect()
# Update tracker
result = resize(frame, (offset.width(), offset.height()))
ok, bbox = self.tracker.update(result)
# Draw bounding box
if ok:
# check negative values
x = bbox[0] + offset.x()
y = bbox[1] + offset.y()
if vut.IsPointOnScreen(x, y, self.surface):
self.painter.setPen(self.blue_Pen)
self.painter.drawRect(x, y, bbox[2], bbox[3])
# Get Track object center
xc = x + (bbox[2] / 2)
yc = y + (bbox[3] / 2)
p = QPoint(xc, yc)
Longitude, Latitude, _ = vut.GetPointCommonCoords(
p, self.surface)
# Draw Rubber Band on canvas
self.Track_Canvas_RubberBand.addPoint(QgsPointXY(Longitude, Latitude))
else:
self._isinit = False
del self.tracker
# Magnifier Glass
if self._interaction.magnifier and not self.dragPos.isNull():
draw.drawMagnifierOnVideo(self, self.dragPos, self.currentFrame(), self.painter)
# Stamp On Video
if self._interaction.stamp:
draw.drawStampOnVideo(self, self.painter)
self.painter.end()
return
def resizeEvent(self, _):
"""
@type _: QMouseEvent
@param _:
@return:
"""
self.surface.updateVideoRect()
self.update()
# Magnifier Glass
if self._interaction.magnifier and not self.dragPos.isNull():
draw.drawMagnifierOnVideo(self, self.dragPos, self.currentFrame(), self.painter)
# QApplication.processEvents()
def AddMoveEventValue(self, values, Longitude, Latitude, Altitude):
"""
Remove and Add move value for fluid drawing
@type values: list
@param values: Points list
@type Longitude: float
@param Longitude: Longitude value
@type Latitude: float
@param Latitude: Latitude value
@type Altitude: float
@param Altitude: Altitude value
"""
for idx, pt in enumerate(values):
if pt[-1] == "mouseMoveEvent":
del values[idx]
values.append([Longitude, Latitude, Altitude, "mouseMoveEvent"])
self.UpdateSurface()
def mouseMoveEvent(self, event):
"""
@type event: QMouseEvent
@param event:
@return:
"""
# Magnifier mouseMoveEvent
# Magnifier can move on black screen for show image borders
if self._interaction.magnifier:
if event.buttons():
self.dragPos = event.pos()
self.UpdateSurface()
# check if the point is on picture (not in black borders)
if(not vut.IsPointOnScreen(event.x(), event.y(), self.surface)):
self.setCursor(QCursor(Qt.ArrowCursor))
self.Cursor_Canvas_RubberBand.reset(QgsWkbTypes.PointGeometry)
return
# Prevent draw on video if not started or finished
if self.parent.player.position() == 0:
return
# Mouser cursor drawing
if self._interaction.pointDrawer or self._interaction.polygonDrawer or self._interaction.lineDrawer or self._interaction.measureDistance or self._interaction.measureArea or self._interaction.censure or self._interaction.objectTracking:
self.setCursor(QCursor(Qt.CrossCursor))
# Cursor Coordinates
if self.gt is not None:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
tr = QgsCoordinateTransform( QgsCoordinateReferenceSystem( 'EPSG:4326' ), iface.mapCanvas().mapSettings().destinationCrs(), QgsProject.instance().transformContext() )
mapPt = tr.transform( QgsPointXY(Longitude, Latitude) )
vertices = self.Cursor_Canvas_RubberBand.numberOfVertices()
if vertices > 0:
self.Cursor_Canvas_RubberBand.removePoint(0, True, 0)
self.Cursor_Canvas_RubberBand.movePoint( mapPt, 0)
else:
self.Cursor_Canvas_RubberBand.addPoint( mapPt )
if self._MGRS:
try:
mgrsCoords = mgrs.toMgrs(Latitude, Longitude)
except Exception:
mgrsCoords = ""
txt = "<span style='font-size:9pt; font-weight:normal;'>" + \
("%s" % mgrsCoords) + "</span>"
else:
txt = "<span style='font-size:10pt; font-weight:bold;'>Lon : </span>"
txt += "<span style='font-size:9pt; font-weight:normal;'>" + \
("%.3f" % Longitude) + "</span>"
txt += "<span style='font-size:10pt; font-weight:bold;'> Lat : </span>"
txt += "<span style='font-size:9pt; font-weight:normal;'>" + \
("%.3f" % Latitude) + "</span>"
if hasElevationModel():
txt += "<span style='font-size:10pt; font-weight:bold;'> Alt : </span>"
txt += "<span style='font-size:9pt; font-weight:normal;'>" + \
("%.0f" % Altitude) + "</span>"
else:
txt += "<span style='font-size:10pt; font-weight:bold;'> Alt : </span>"
txt += "<span style='font-size:9pt; font-weight:normal;'>-</span>"
self.parent.lb_cursor_coord.setText(txt)
# Polygon drawer mouseMoveEvent
if self._interaction.polygonDrawer:
self.AddMoveEventValue(self.drawPolygon, Longitude, Latitude, Altitude)
# Line drawer mouseMoveEvent
if self._interaction.lineDrawer:
self.AddMoveEventValue(self.drawLines, Longitude, Latitude, Altitude)
# Measure Distance drawer mouseMoveEvent
if self._interaction.measureDistance and self.drawMeasureDistance:
self.AddMoveEventValue(self.drawMeasureDistance, Longitude, Latitude, Altitude)
# Measure Area drawer mouseMoveEvent
if self._interaction.measureArea and self.drawMeasureArea:
self.AddMoveEventValue(self.drawMeasureArea, Longitude, Latitude, Altitude)
else:
self.parent.lb_cursor_coord.setText("<span style='font-size:10pt; font-weight:bold;'>Lon :</span>" +
"<span style='font-size:9pt; font-weight:normal;'>-</span>" +
"<span style='font-size:10pt; font-weight:bold;'> Lat :</span>" +
"<span style='font-size:9pt; font-weight:normal;'>-</span>" +
"<span style='font-size:10pt; font-weight:bold;'> Alt :</span>" +
"<span style='font-size:9pt; font-weight:normal;'>-</span>")
if not event.buttons():
return
# Object tracking rubberband
if not self.Tracking_Video_RubberBand.isHidden():
self.Tracking_Video_RubberBand.setGeometry(
QRect(self.origin, event.pos()).normalized())
# Censure rubberband
if not self.Censure_RubberBand.isHidden():
self.Censure_RubberBand.setGeometry(
QRect(self.origin, event.pos()).normalized())
def timerEvent(self, _):
""" Time Event (Magnifier method)"""
if not self._interaction.magnifier:
self.activateMagnifier()
def mousePressEvent(self, event):
"""
@type event: QMouseEvent
@param event:
@return:
"""
if GetImageHeight() == 0:
return
# Prevent draw on video if not started or finished
if self.parent.player.position() == 0:
return
if event.button() == Qt.LeftButton:
# Magnifier Glass
if self._interaction.magnifier:
self.dragPos = event.pos()
self.tapTimer.stop()
self.tapTimer.start(10, self)
if(not vut.IsPointOnScreen(event.x(), event.y(), self.surface)):
return
# point drawer
if self.gt is not None and self._interaction.pointDrawer:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
pointIndex = len(self.drawPtPos) + 1
AddDrawPointOnMap(pointIndex, Longitude,
Latitude, Altitude)
self.drawPtPos.append([Longitude, Latitude, Altitude])
# polygon drawer
if self.gt is not None and self._interaction.polygonDrawer:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
self.poly_Canvas_RubberBand.addPoint(QgsPointXY(Longitude, Latitude))
self.poly_coordinates.extend(QgsPointXY(Longitude, Latitude))
self.drawPolygon.append([Longitude, Latitude, Altitude])
# line drawer
if self.gt is not None and self._interaction.lineDrawer:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
self.drawLines.append([Longitude, Latitude, Altitude])
AddDrawLineOnMap(self.drawLines)
self.origin = event.pos()
# Object Tracking Interaction
if self._interaction.objectTracking:
self.Tracking_Video_RubberBand.setGeometry(
QRect(self.origin, QSize()))
self.Tracking_Video_RubberBand.show()
# Censure Interaction
if self._interaction.censure:
self.Censure_RubberBand.setGeometry(
QRect(self.origin, QSize()))
self.Censure_RubberBand.show()
# Measure Distance drawer
if self.gt is not None and self._interaction.measureDistance:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
self.drawMeasureDistance.append([Longitude, Latitude, Altitude])
# Measure Distance drawer
if self.gt is not None and self._interaction.measureArea:
Longitude, Latitude, Altitude = vut.GetPointCommonCoords(
event, self.surface)
self.drawMeasureArea.append([Longitude, Latitude, Altitude])
# if not called, the paint event is not triggered.
self.UpdateSurface()
def activateMagnifier(self):
""" Activate Magnifier Glass """
self.tapTimer.stop()
self.UpdateSurface()
def SetMagnifier(self, value):
"""Set Magnifier Glass
@type value: bool
@param value:
"""
self._interaction.magnifier = value
# We avoid that the second time we activate the tool, save the previous position.
# Always keep the same behavior of the tool
if not value:
self.dragPos = QPoint()
self.tapTimer.stop()
def SetStamp(self, value):
"""Set Stamp
@type value: bool
@param value:
"""
self._interaction.stamp = value
def SetPointDrawer(self, value):
"""Set Point Drawer
@type value: bool
@param value:
"""
self._interaction.pointDrawer = value
def SetLineDrawer(self, value):
"""Set Line Drawer
@type value: bool
@param value:
"""
self._interaction.lineDrawer = value
def SetPolygonDrawer(self, value):
"""Set Polygon Drawer
@type value: bool
@param value:
"""
self._interaction.polygonDrawer = value
def mouseReleaseEvent(self, _):
"""
@type event: QMouseEvent
@param event:
@return:
"""
# Prevent draw on video if not started or finished
if self.parent.player.position() == 0:
return
# Censure Draw Interaction
if self._interaction.censure:
geom = self.Censure_RubberBand.geometry()
self.Censure_RubberBand.hide()
self.drawCesure.append([geom])
# Object Tracking Interaction
if self._interaction.objectTracking:
geom = self.Tracking_Video_RubberBand.geometry()
offset = self.surface.videoRect()
bbox = (geom.x() - offset.x(), geom.y() - offset.y(), geom.width(), geom.height())
img = self.currentFrame()
frame = convertQImageToMat(img)
# Remo rubberband on canvas and video
self.Tracking_Video_RubberBand.hide()
self.Track_Canvas_RubberBand.reset()
self.tracker = TrackerMOSSE_create()
result = resize(frame, (offset.width(), offset.height()))
try:
ok = self.tracker.init(result, bbox)
except Exception:
return
if ok:
self._isinit = True
# Get Traker center
xc = bbox[0] + (geom.width() / 2)
yc = bbox[1] + (geom.height() / 2)
p = QPoint(xc, yc)
Longitude, Latitude, _ = vut.GetPointCommonCoords(
p, self.surface)
# Draw Rubber Band on canvas
self.Track_Canvas_RubberBand.addPoint(QgsPointXY(Longitude, Latitude))
else:
self._isinit = False
def leaveEvent(self, _):
"""
@type _: QEvent
@param _:
@return:
"""
# Remove coordinates label value
self.parent.lb_cursor_coord.setText("")
# Change cursor
self.setCursor(QCursor(Qt.ArrowCursor))
# Reset mouse rubberband
self.Cursor_Canvas_RubberBand.reset(QgsWkbTypes.PointGeometry)
# -*- coding: utf-8 -*-
"""
Created on Tue Feb 4 20:11:56 2020
@author: xyf11
"""
# Imports the MOSSE tracker from OpenCV
from cv2 import TrackerMOSSE_create
import cv2
from PIL import Image
import numpy as np
# Creates the MOSSE tracker object
tracker = TrackerMOSSE_create()
# Finds the absolute distance between two points
def distance(point_1: tuple, point_2: tuple):
# Calculates the distance using Python spagettie
distance = (sum((p1 - p2) ** 2.0 for p1, p2 in zip(point_1, point_2))) ** (1 / 2)
# Returns the distance between two points
return distance
# Starts tracking the object surrounded by the bounding box in the image
# bbox is [x, y, width, height]
'''
def init(image, bboxes, video = []):
print(type())
# Finds the coordinate for the center of the screen