Voxel51

The product is a multimodal data platform for physical AI that helps teams curate, annotate, evaluate, and generate image, video, LiDAR, and sensor datasets to improve model accuracy and generalization. It is for developers and data teams in B2B organizations, including enterprises building computer vision, robotics, and autonomy applications. It is delivered as a SaaS platform with an open-source component (FiftyOne) and enterprise pricing.

Key features

• Multimodal time-series data support
• Synchronized camera and LiDAR playback
• Natural language dataset search
• Visual similarity and embedding search
• Dataset curation and management
• Annotation and intelligent review
• Agentic labeling with VLMs
• Model evaluation at sample level
• Side-by-side model comparison
• Scene generation and variation
• 3D scene and sensor visualization
• Metadata search and filtering