Calibration results =================== Normalized Residuals ---------------------------- Reprojection error (cam0): mean 4.48718159315, median 3.53420212367, std: 3.60980942328 Gyroscope error (imu0): mean 2.03955401538, median 1.91782848555, std: 0.962610412044 Accelerometer error (imu0): mean 3.06686098718, median 2.63034104545, std: 1.90601725104 Residuals ---------------------------- Reprojection error (cam0) [px]: mean 4.48718159315, median 3.53420212367, std: 3.60980942328 Gyroscope error (imu0) [rad/s]: mean 0.000889923299752, median 0.000836810519039, std: 0.000420018017568 Accelerometer error (imu0) [m/s^2]: mean 0.0306686063506, median 0.0263034074344, std: 0.019060170322 Transformation (cam0): ----------------------- T_ci: (imu0 to cam0): [[ 0.01453636 0.99904543 0.04119367 0.0792154 ] [ 0.99972062 -0.01375358 -0.0192227 -0.25223496] [-0.01863779 0.04146159 -0.99896625 -0.17686628] [ 0. 0. 0. 1. ]] T_ic: (cam0 to imu0): [[ 0.01453636 0.99972062 -0.01863779 0.24771659] [ 0.99904543 -0.01375358 0.04146159 -0.07527576] [ 0.04119367 -0.0192227 -0.99896625 -0.18479526] [ 0. 0. 0. 1. ]] timeshift cam0 to imu0: [s] (t_imu = t_cam + shift) 0.005866979812060195 Gravity vector in target coords: [m/s^2] [-0.14927334 -9.20284851 -3.38433445] Calibration configuration ========================= cam0 ----- Camera model: pinhole Focal length: [768.4095, 767.4821] Principal point: [669.1224, 494.5446] Distortion model: equidistant Distortion coefficients: [-0.3342, 0.1273, -0.00013971, -4.3644e-06] Type: aprilgrid Tags: Rows: 6 Cols: 6 Size: 0.055 [m] Spacing 0.0165 [m] IMU configuration ================= IMU0: ---------------------------- Model: calibrated Update rate: 200.0 Accelerometer: Noise density: 0.0007071067 Noise density (discrete): 0.00999999885185 Random walk: 9e-05 Gyroscope: Noise density: 3.0853353e-05 Noise density (discrete): 0.000436332302573 Random walk: 1.02695871319e-07 T_i_b [[1. 0. 0. 0.] [0. 1. 0. 0.] [0. 0. 1. 0.] [0. 0. 0. 1.]] time offset with respect to IMU0: 0.0 [s]