AIDR

AIDR - AI DATA REFINERY

Refine your already existing data with our technology
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OUR APPROACH

With AIDR, we extend existing 3D lidar databases with intelligent algorithms to get even more out of your data & improve the model accuracy.
We are using a three step approach to refine your data.

DATA ANALYSIS

  • KPI & metric extraction
  • Deficiency identification
  • Dataset rebalancing
OBJECT POSITION
3D Object position distribution
xdp_height
Human height distribution
xdp_length
Human length distribution
xdp_width
Human width distribution
xdp_xCenter
Human position distribution (depth)
xdp_yCenter
Human position distribution (side)
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OBJECT-BASED DATABASE CREATION

Screenshot from 2021-03-23 13-44-08
original point cloud with labels
Screenshot from 2021-03-23 13-44-10
extracted object from labels
Screenshot from 2021-03-23 13-42-10
original point cloud with labels
Screenshot from 2021-03-23 13-42-13
extracted object from labels
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  • Object extraction
  • Static environment extraction
  • Data augmentation

TEST SCENARIO GENERATION

  • Efficient scenario creation
  • AI performance improvement
  • Training acceleration
Screenshot from 2021-03-24 11-58-37
Empty Point Cloud
Screenshot from 2021-03-24 11-58-33
Adding human objects
Screenshot from 2021-03-24 11-58-29
Adding car objects
Screenshot from 2021-03-24 11-58-21
Adding cyclist objects
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