The road to full autonomy is MAPLESS

Pushing the limits of AI and Computer Vision and Deep Learning, introducing a system that sees the road, learns and plans in real time

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About

Imagry is an Autonomous Vehicle software provider that has created a mapless driving system for passenger vehicles and urban buses. Our bio-inspired technology is based on years of research and development in the field of neural networks. It combines a real-time vision-based perception network and an imitation-learning Artificial Intelligence (AI) deep learning network for autonomous driving decision-making.

Our software enables the vehicle to understand the surrounding environment as it drives, and react to dynamic context and environments, just like a human driver. Imagry delivers L3/L4 autonomy with built-in adjustability to new roads and adaptability to situations as they happen.

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Key solution benefits

Mapless
driving

Self-driving ready

Self-sufficient

Cameras –
only based

Deep neural networks

Fits many self-driving apps

Location independent

How it works

Vision

360º environment scan

Perception

Road geometry, asphalt, lane dividers, parking spots, crosswalks, traffic lights, traffic signs, speed bumps…
Unforeseen dynamic situations: construction, obstacles, road hazards
Pedestrians (body language & behavior)

Cognition

Continuous spatial, contextual, and situational awareness
Real-time creation of motion plans to navigate within the perceived environment
Vehicles and their velocity

Reaction

Turn
Swerve
Speed up /slow-down
Stop & Go behavior
Change lanes
Overtake
Avoid aggressive drivers
Car-following behavior
Yield

Solution highlights

Cognition

Patented technology, ready for L3/L4 autonomous driving use-cases. Bio-inspired system based on Neural Networks for real-time perception and decision making.

Self-sufficient

Supervised learning method continuously increases the system capabilities and performance without necessitating high bandwidth communication for external HD mapping.

Location independent

Rollout is scalable to new locations, worldwide, based on fast, small scale environment adaptation.

Multipurpose

Serves a variety of self-driving applications (private cars, public transportation via shuttles/buses, off-road, logistics) using lean and efficient engineering and light hardware requirements.

Highly differentiated

Mapless driving, avoiding expensive  and complex mapping, localization and communication issues. Cameras-only perception layer eliminates the need for LiDAR (Light Detection And Ranging), RADAR (Radio Detection And Ranging),  and multi-sensor fusion technologies.

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Management team