Outrider, a leader in automation for electric yard trucks, has partnered with Segments.ai to elevate the precision and scalability of its perception models. This collaboration leverages cutting-edge data annotation tools and a global workforce to streamline the development of autonomous technology for self-driving trucks operating in distribution yards.

Driving Innovation in Autonomous Trucking

Outrider specializes in software and technology to automate EV yard trucks, which are critical for hitching tractors and trailers, maneuvering between dock doors, and efficiently parking in distribution yards. These automated systems are designed to improve safety, reduce emissions, and enhance operational efficiency for customers in industries such as e-commerce, manufacturing, and logistics.

In October 2024, Outrider secured $62 million in Series D funding to expand its services further. This funding is fueling the growth of its autonomous truck solutions, addressing the complex demands of modern supply chains.

The Need for Advanced Data Annotation

Autonomous yard trucks rely on perception systems powered by data from multiple cameras and lidars. This multi-sensor approach enables the trucks to navigate dynamic environments with high accuracy. However, to achieve this level of precision, the data must be meticulously labeled to create the ground truth that trains perception models.

Outrider faced challenges in managing the complexity and scale of this data, necessitating a robust annotation platform and a flexible workforce. This is where Segments.ai enters the picture.

Segments.ai: Enabling High-Precision Labeling at Scale

Segments.ai brings advanced annotation tools and workflows to the table, tailored for complex multi-sensor setups. The platform offers:

• 2D and 3D Labeling Interfaces: Highly adaptable tools for annotating camera and lidar data, supporting diverse use cases.

• Projection Features: Seamless integration of 2D and 3D data for consistent labeling across modalities.

• Model-Assisted Workflows: AI-driven features that accelerate the annotation process by pre-labeling data and reducing manual effort.

The partnership also leverages Africa.ai’s skilled workforce, ensuring scalability and accuracy for Outrider’s labeling requirements. This combination of cutting-edge technology and human expertise empowers Outrider’s perception team to build robust 2D and 3D ground truth datasets that are essential for autonomous truck operations.

Scaling Autonomous Operations in Distribution Yards

The collaboration with Segments.ai enables Outrider to overcome key challenges in its data pipeline. By efficiently managing large volumes of multi-sensor data, Outrider can accelerate the development of its perception models. This results in autonomous systems that can:

• Safely navigate dynamic and complex yard environments.

• Improve efficiency by automating repetitive and time-consuming tasks.

• Reduce human intervention, minimizing errors and enhancing safety.

With these advancements, Outrider continues to push the boundaries of what is possible in autonomous yard operations. The enhanced perception capabilities will directly benefit customers in e-commerce, manufacturing, and beyond by ensuring reliable and efficient handling of trailers and freight.

A Bright Future for Autonomous Yard Operations

Outrider’s partnership with Segments.ai exemplifies the growing importance of high-quality data annotation in advancing autonomous technology. By combining advanced tooling with a flexible workforce, Outrider is setting new standards for safety and efficiency in yard automation.

As the demand for autonomous trucking solutions grows, this collaboration positions Outrider at the forefront of innovation, enabling it to deliver cutting-edge technology that meets the evolving needs of modern supply chains. With its continued focus on scaling operations and refining its technology, Outrider is paving the way for a safer, more sustainable future in logistics.