From vehicle safety and autonomy to security systems to robotics, Bosch is a leader in artificial intelligence solutions utilizing computer vision. Voxel51’s solutions help us organize, evaluate and refine our data and models, enabling us to develop robust, reliable AI applications across multiple teams and projects.
Power automotive AI innovations with high-quality visual data at every turn
The success of automotive AI projects relies on solving the complexities of the data that fuels ML models. Voxel51 empowers AI builders to gain a deep understanding of their visual data and its impact on ML models. Build high-performing AI models faster and streamline development processes for safe, reliable deployments on the road.
See what’s in your AI blindspot
Whether you are working on ADAS parking assistance, blind spot monitoring features, automated driving systems, or in-cabin driver monitoring, there are millions of visual data points in play. Wrangling this visual data to deliver the required performance is challenging.
The right data, coupled with an efficient visual AI development process, can make the difference between successfully deploying your AI models or being stuck in R&D.
Watch Voxel51’s resident expert discuss data and AI blindspots at the recent Auto.AI conference. You’ll learn the impact of data on model performance and how to overcome your ML team’s challenges.
- Common dataset management challenges and solutions
- Exploring and visualizing data to improve quality and reduce errors
- Understanding what’s happening in data to evaluate model performance and failure modes
Systematically analyze and refine datasets and models with Voxel51
Reduce model failure rates
Remove duplicates, minimize biases, address annotation issues, and identify dataset inadequacies to increase data and model accuracy. Evaluate models to identify and fix edge case performance.
Maximize workflow efficiency
Easily manage, explore, and visualize images, videos, lidar, radar, geolocation, and even synthetic data. Jumpstart new projects with public datasets such as BDD100K, KITTI, NuScenes, or your collected data.
Ensure compliance
Ensure compliance with industry regulations and standards for data management and model requirements with secure dataset tracking and versioning capabilities.
Fuel high-impact, efficient collaboration
Collaborate on datasets and models with multiple team members. Share datasets, request review, or tag mistakes to improve the quality and efficiency of development.
Learn how to leverage data throughout your development to build robust automotive AI features
Don’t let your projects get stuck in neutral or drift off the road
Get advice from a Visual AI expert