Calibration results =================== Normalized Residuals ---------------------------- Reprojection error (cam0): mean 0.4352310722282379, median 0.39362804837612264, std: 0.25600847937710425 Gyroscope error (imu0): mean 0.21946713037725646, median 0.14868455818390697, std: 0.2046273107029712 Accelerometer error (imu0): mean 1.1020395825564564, median 0.7397461654663853, std: 1.038022423790252 Residuals ---------------------------- Reprojection error (cam0) [px]: mean 0.4352310722282379, median 0.39362804837612264, std: 0.25600847937710425 Gyroscope error (imu0) [rad/s]: mean 5.047743998676899e-05, median 3.41974483822986e-05, std: 4.706428146168336e-05 Accelerometer error (imu0) [m/s^2]: mean 0.011020395825564565, median 0.007397461654663852, std: 0.01038022423790252 Transformation (cam0): ----------------------- T_ci: (imu0 to cam0): [[-0.00351994 -0.00002138 -0.9999938 0.11999466] [-0.99914598 0.04116969 0.00351608 0.06679601] [ 0.04116936 0.99915217 -0.00016627 0.03259523] [ 0. 0. 0. 1. ]] T_ic: (cam0 to imu0): [[-0.00351994 -0.99914598 0.04116936 0.06581941] [-0.00002138 0.04116969 0.99915217 -0.035315 ] [-0.9999938 0.00351608 -0.00016627 0.11976448] [ 0. 0. 0. 1. ]] timeshift cam0 to imu0: [s] (t_imu = t_cam + shift) 0.0072446105843431375 Gravity vector in target coords: [m/s^2] [-0.2186237 -9.48139033 -2.49476731] Calibration configuration ========================= cam0 ----- Camera model: pinhole Focal length: [1589.4525236092466, 1569.6226583767548] Principal point: [769.3731045582546, 476.53124250298214] Distortion model: radtan Distortion coefficients: [-0.1796161469730297, 0.06234031597330985, 0.010815332916716283, 0.001231958107871975] Type: aprilgrid Tags: Rows: 6 Cols: 6 Size: 0.044 [m] Spacing 0.013199999999999998 [m] IMU configuration ================= IMU0: ---------------------------- Model: calibrated Update rate: 100.0 Accelerometer: Noise density: 0.001 Noise density (discrete): 0.01 Random walk: 6.67e-06 Gyroscope: Noise density: 2.3e-05 Noise density (discrete): 0.00022999999999999998 Random walk: 1.5e-08 T_ib (imu0 to imu0) [[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]