SLAM Hive: A SLAM Evaluation Benchmark System

Wiki Link

orb-slam3-ros-mono with MH_03_medium

Current mappingtask configuration id: 1478
  
Current mappingtask id: 2383
  


Algorithm parameters
Parameter type Parameter name Parameter value
algorithm-parameters nFeatures 1000
algorithm-parameters scaleFactor 1.2
algorithm-parameters nLevels 8
algorithm-parameters iniThFAST 20
algorithm-parameters minThFAST 7
dataset-parameters fps 20
dataset-parameters width 451
dataset-parameters height 288
dataset-parameters newWidth 360
dataset-parameters newHeight 210
dataset-parameters fx 275.1924
dataset-parameters fy 274.3776
dataset-parameters cx 220.329
dataset-parameters cy 149.025
dataset-parameters k1 -0.28340811
dataset-parameters k2 0.07395907
dataset-parameters p1 0.00019359
dataset-parameters p2 1.76187114e-05
dataset-parameters RGB 1
dataset-parameters useNewWidth Camera.newWidth
dataset-parameters useNewHeight Camera.newHeight
algorithm-remap mono_topic /camera/image_raw
dataset-remap /camera/image_raw /cam0/image_raw
dataset-frequency /cam0/image_raw 1
dataset-resolution /cam0/image_raw 0.6
ATE and RPE Error Statistics
RMSE Mean Median Std Min Max SSE
ATE 0.5138076279477535 0.374219448446651 0.2625371876717505 0.35207681397896873 0.06489001309589222 2.2565393062488863 68.63955241969724
RPE 1.090524674099111 1.0447901879625479 1.0570791472889685 0.3125020447231608 0.213633468437021 1.5549609322558595 117.73516241707826
Computing resource usage
Max CPU (core) Mean CPU (core) Max Memory (MB)
1.378355108466275 0.9591020371924848 798.34375