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flir_detect_aruco.py
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import sys
import time
import PySpin
import numpy as np
import cv2
def detect_aruco_markers(img, dictionary):
corner_criteria = (cv2.TERM_CRITERIA_EPS + cv2.TERM_CRITERIA_MAX_ITER, 100, 0.00001)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
corners, ids, rejectedImgPoints = cv2.aruco.detectMarkers(gray, dictionary)
if len(corners)>0:
for corner in corners:
cv2.cornerSubPix(gray, corner, winSize=(3,3), zeroZone=(-1,-1), criteria=corner_criteria)
return corners, ids
def set_trigger_mode(cam, triggerSource):
cam.TriggerMode.SetValue(PySpin.TriggerMode_Off)
cam.TriggerSource.SetValue(triggerSource)
cam.TriggerMode.SetValue(PySpin.TriggerMode_On)
def reset_trigger_mode_software(cam):
cam.TriggerMode.SetValue(PySpin.TriggerMode_Off)
print("reset trigger mode")
#
# setup
#
system = PySpin.System.GetInstance()
cam_list = system.GetCameras()
master_id = "18284509"
master = None
print("number of cameras {}".format(cam_list.GetSize()))
if cam_list.GetSize() == 0:
print("no cameras found, aborting")
system.ReleaseInstance()
del system
sys.exit()
cameras = []
for i in range(cam_list.GetSize()):
try:
cam = cam_list.GetByIndex(i)
cam_id = cam.GetUniqueID()
cam.Init()
if cam_id == master_id:
print("master: {}".format(cam_id))
master = cam
set_trigger_mode(cam, PySpin.TriggerSource_Software)
else:
print("follower: {}".format(cam_id))
set_trigger_mode(cam, PySpin.TriggerSource_Line3)
cam.AcquisitionMode.SetValue(PySpin.AcquisitionMode_Continuous)
cam.BeginAcquisition()
cameras.append(cam)
except PySpin.SpinnakerException as ex:
print("Error: {}".format(ex))
#
# loop
#
count = 0
size = 4
frame = {}
camera_dict = { "18284509": "", "18284511": "_1", "18284512": "_2"}
dictionary = cv2.aruco.getPredefinedDictionary(cv2.aruco.DICT_4X4_250)
print("start loop")
while 1:
key = cv2.waitKey(1)
if key == 27: # ESC
cv2.destroyAllWindows()
break
try:
master.TriggerSoftware.Execute()
except PySpin.SpinnakerException as ex:
print("Error: {}".format(ex))
for cam in cameras:
try:
i = cam.GetNextImage()
#print(i.GetWidth(), i.GetHeight(), i.GetBitsPerPixel())
if i.IsIncomplete():
pass
else:
cam_id = cam.GetUniqueID()
# see documentation: enum ColorProcessingAlgorithm
image_converted = i.Convert(PySpin.PixelFormat_BGR8, PySpin.DIRECTIONAL_FILTER)
image_data = image_converted.GetData()
cvi = np.frombuffer(image_data, dtype=np.uint8)
cvi = cvi.reshape((i.GetHeight(),i.GetWidth(),3))
corners, ids = detect_aruco_markers(frame, dictionary)
frame[cam_id] = cvi
res = cv2.resize(cvi, (int(1280/size),int(1024/size)))
cv2.imshow("cam{}".format(cam_id),res)
i.Release()
del i
except PySpin.SpinnakerException as ex:
print("Error: {}".format(ex))
#
# cleanup
#
del master
for cam in cameras:
cam.EndAcquisition()
reset_trigger_mode_software(cam)
cam.DeInit()
del cam
del cameras
del cam_list
system.ReleaseInstance()
del system