What is bifrost.ai?

BIFROST is a platform designed to accelerate the development and validation of Artificial Intelligence (AI) by generating physically accurate synthetic datasets within detailed 3D simulations. It allows teams to create domain-specific training data without relying on traditional, time-consuming real-world data collection and manual labeling processes. This approach enables faster iteration cycles and the ability to test AI systems rigorously across a wide spectrum of conditions and scenarios.

The platform provides pixel-perfect labels, including precise segmentation and rich scenario metadata, offering deeper understanding than basic 2D bounding boxes. Users can rapidly adapt their AI models to new environments, objects, and tasks by creating new scenarios and datasets efficiently. BIFROST facilitates stress-testing AI perception systems by simulating numerous variations in 3D objects, weather conditions, environments, and sensor perturbations, helping to identify and mitigate potential failures before deployment.

Features

Synthetic Data Generation: Create physically accurate datasets in 3D simulations.
Pixel-Perfect Labels & Metadata: Provides precise segmentation and rich scenario details automatically.
Scenario Variation: Easily generate variations across objects, weather, environments, and sensor perturbations.
Sensor Model Simulation: Customizable sensor emulation to match existing perception systems.
High-Fidelity 3D Assets: Access to thousands of physically accurate 3D objects with PBR materials.
Lighting & Environmental Simulation: Control over lighting, visibility, and atmospheric effects.
Templates & Presets Library: Quick start options for various use cases like object detection.
Data-Centric Development Tools: Guided analysis to identify AI failures and generate data patches.