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Momenta Technology, HD Maps - Coggle Diagram
Momenta Technology
Close Loop Automation
closed-loop automation monitors and assesses network occurrences.
overseeing eye of a network’s automation and management capabilities.
If there are faults and congestion, it acts accordingly to correct any issues
focuses on core values
maximizes the iterative efficiency of product research and development
reduce repetitive labor
Platforms
Big Computation
Comtain Large-Scale Deep Learning
GPU Training System
Model Optimization
Model size compression
with retained accuracy
Big Data
Collect 2 Billion KM of data per year
Data Driven Path Planning
Crowdsourcing - obtain billions of actual driving trajectories memorized in the localization module of HD Map
perform autonomous driving planning by mapping from environment perception data to driving trajectories in HD Map
provides a unique framework to solve corner cases by adding corresponding data rather than adding rules
HD Maps
A "live" high-precision map for autonomous driving.
How does it work?
Extract the semantics of 2D images taken by crowdsourced vehicles
Fuse GPS and IMU data to reconstruct the 3D position of the surrounding environment.
What does it do ?
Using mass-produced sensor crowdsourcing, it provides "live" map services that meet the needs of autonomous driving.
Benefits autonomous cars
Perfect accuracy
high environmental fidelity