SLAM Hive: A SLAM Evaluation Benchmark System

Wiki Link

orb-slam3-ros-mono with MH_03_medium

Current mappingtask configuration id: 1479
  
Current mappingtask id: 2433
  


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 300
dataset-parameters height 192
dataset-parameters newWidth 240
dataset-parameters newHeight 140
dataset-parameters fx 183.4616
dataset-parameters fy 182.9184
dataset-parameters cx 146.886
dataset-parameters cy 99.35
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 0.4
ATE and RPE Error Statistics
RMSE Mean Median Std Min Max SSE
ATE 2.329097993458706 2.2172755963458655 2.227449746174683 0.7130121969380724 0.07455183901872638 4.024020028258246 1833.5477425390793
RPE 2.0059061046974063 1.8475567506869588 1.9263190154505132 0.7811487399038474 0.21816924208236183 3.140079770945128 901.2996833931602
Computing resource usage
Max CPU (core) Mean CPU (core) Max Memory (MB)
2.292646510310738 0.9943204797893881 908.38671875