BYD

Last updated February 1, 2026

720

Innovation Areas

34,443

Inventors

189

Collaborations

Traffic light recognition model architecture: BYDRecent Research Landscape

Inaccurate traffic light detection causes safety failures in autonomous navigation, which is mitigated through specialized image processing layers. These innovations engineer the neural network structure to improve recognition reliability across diverse lighting conditions.

What technical problems is BYD addressing in Traffic light recognition model architecture?

Optical sensor misalignment

(144)evidences

Unreliable identification of road hazards leads to safety failures in autonomous navigation. Improving detection accuracy ensures robust vehicle response in complex environments.

Inaccurate spatial environment perception

(49)evidences

Discrepancies between disparate sensor inputs and mapping data lead to unreliable navigation boundaries. Resolving these conflicts ensures safe vehicle path planning in complex urban scenarios.