DeepScenario provides a spatial AI toolbox that converts video streams from standard cameras into precise 3D understanding of structure, motion, and context. This enables autonomous driving, smart parking, and robotics systems to navigate dynamic environments with higher accuracy. The platform offers customizable solutions that reduce development time and sensor complexity for automotive, transportation, and robotics applications.
Funding
Funding not disclosed
IIFounders
Product
Problem
Developing and validating advanced driver-assistance systems (ADAS) and autonomous driving (AD) features requires vast amounts of real-world traffic data. Existing methods for collecting and processing this data are often expensive, time-consuming, and limited by the capabilities of specific camera systems. This creates a bottleneck in the development cycle, hindering the rapid advancement of intelligent driving technologies.
Solution
DeepScenario offers a camera-agnostic platform that leverages advanced computer vision techniques to extract high-accuracy, 3D traffic data from video streams. The platform detects and tracks moving objects with centimeter-level precision, providing critical insights into real-world traffic scenarios. By enabling the use of any commercially available camera, DeepScenario eliminates the limitations of proprietary systems and allows for the creation of a continuous loop between capturing the physical world, understanding its dynamics, and leveraging this knowledge in custom applications. This facilitates the training and testing of automotive software at scale, accelerating the development of industry-leading ADAS and AD functionalities.
Target Audience
The primary target audience includes automotive manufacturers, Tier 1 suppliers, and transportation companies involved in the development and validation of ADAS and autonomous driving systems.
Features
- Camera-agnostic: Integrates with any commercially available camera and processes video streams from any location and perspective.
- 3D data extraction: Employs computer vision software to automatically detect and track all objects in the scene in 3D with centimeter precision.
- AI-powered analysis: Utilizes artificial intelligence to autonomously analyze extensive data streams and synthesize critical knowledge.
- Industry-specific solutions: Provides tailored solutions for automotive, transportation, and other industries.
- Continuous loop: Enables the creation of a continuous loop from capturing the physical world, understanding its dynamics, and leveraging this knowledge in custom applications.