Hi there, actually i was following your open cv tutorial on youtube. I was testing your cameraCalibration.py script with my camera image. But after running the script , it's giving me a cv2 error, i.e.
File "camCalib.py", line 61, in <module>
ret, cameraMatrix, dist, rvecs, tvecs = cv.calibrateCamera(objpoints, imgpoints, frameSize, None, None)
cv2.error: OpenCV(4.5.5) /io/opencv/modules/calib3d/src/calibration.cpp:3694: error: (-215:Assertion failed) nimages > 0 in function 'calibrateCameraRO'
I tried to print the _objpoints: [] and imgPoints: [], but they're blank. so I tried to print the ret and corners, but they're false and none.
so, can you please tell me that is there any thing I'm missing?
the code:
import numpy as np
import cv2 as cv
import glob
################ FIND CHESSBOARD CORNERS - OBJECT POINTS AND IMAGE POINTS #############################
chessboardSize = (24,17)
frameSize = (1440,1080)
# termination criteria
criteria = (cv.TERM_CRITERIA_EPS + cv.TERM_CRITERIA_MAX_ITER, 30, 0.001)
# prepare object points, like (0,0,0), (1,0,0), (2,0,0) ....,(6,5,0)
objp = np.zeros((chessboardSize[0] * chessboardSize[1], 3), np.float32)
objp[:,:2] = np.mgrid[0:chessboardSize[0],0:chessboardSize[1]].T.reshape(-1,2)
size_of_chessboard_squares_mm = 20
objp = objp * size_of_chessboard_squares_mm
# Arrays to store object points and image points from all the images.
objpoints = [] # 3d point in real world space
imgpoints = [] # 2d points in image plane.
images = glob.glob('*.jpeg')
for image in images:
img = cv.imread(image)
gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY)
# Find the chess board corners
ret, corners = cv.findChessboardCorners(gray, chessboardSize, None)
# If found, add object points, image points (after refining them)
if ret == True:
objpoints.append(objp)
corners2 = cv.cornerSubPix(gray, corners, (11,11), (-1,-1), criteria)
imgpoints.append(corners)
# Draw and display the corners
cv.drawChessboardCorners(img, chessboardSize, corners2, ret)
cv.imshow('img', img)
cv.waitKey(1000)
cv.destroyAllWindows()
############## CALIBRATION #######################################################
ret, cameraMatrix, dist, rvecs, tvecs = cv.calibrateCamera(objpoints, imgpoints, frameSize, None, None)
############## UNDISTORTION #####################################################
img = cv.imread('05.png')
h, w = img.shape[:2]
newCameraMatrix, roi = cv.getOptimalNewCameraMatrix(cameraMatrix, dist, (w,h), 1, (w,h))
# Undistort
dst = cv.undistort(img, cameraMatrix, dist, None, newCameraMatrix)
# crop the image
x, y, w, h = roi
dst = dst[y:y+h, x:x+w]
cv.imwrite('caliResult1.jpeg', dst)
# Undistort with Remapping
mapx, mapy = cv.initUndistortRectifyMap(cameraMatrix, dist, None, newCameraMatrix, (w,h), 5)
dst = cv.remap(img, mapx, mapy, cv.INTER_LINEAR)
# crop the image
x, y, w, h = roi
dst = dst[y:y+h, x:x+w]
cv.imwrite('caliResult2.jpeg', dst)
# Reprojection Error
mean_error = 0
for i in range(len(objpoints)):
imgpoints2, _ = cv.projectPoints(objpoints[i], rvecs[i], tvecs[i], cameraMatrix, dist)
error = cv.norm(imgpoints[i], imgpoints2, cv.NORM_L2)/len(imgpoints2)
mean_error += error
print( "total error: {}".format(mean_error/len(objpoints)) )
Hi, actually I solved it, I was using the wrong chessboard size. that's why cv2.findChessboardCorners() wasn't working.
Then I corrected my chessboard size to (9,6) and it works!
Hi there, actually i was following your open cv tutorial on youtube. I was testing your cameraCalibration.py script with my camera image. But after running the script , it's giving me a cv2 error, i.e.
I tried to print the _objpoints: [] and imgPoints: [], but they're blank. so I tried to print the ret and corners, but they're false and none.
so, can you please tell me that is there any thing I'm missing?
the code: