Build better AV models faster with Weights & Biases
Build better models faster with experiment tracking, dataset versioning, and model management in a single, shared source of truth across your team.
Trusted by some of the most innovative AV companies and teams in the world
Explore how Lyft Level 5 trains models to fuse camera and LiDAR sensors with W&B.
Learn how the team at Rivian streamlines its autonomous vehicle development process in this webinar.
Learn how Woven Planet uses W&B Tables to uncover corner cases and failure points.
A single source of truth for all your AV models
Weights & Biases makes it easy to track and understand changes across all your autonomous vehicle experiments – from updated hyperparameters to changes in the training data. Now your organization can join teams from Lyft, BMW, Nuro, and more to compare and reproduce models, understand results, and iterate quickly without worrying about losing vital work.
Learn how BMW Ideal Works thinks about autonomous robot deployment.
Compare and share model performance with your team
The data engineer working on street annotations can pass the latest updates to the data scientists optimizing models. They can then analyze edge cases and highlight regressions, all using W&B tools.
Lyft fuses sensor modalities with Weights & Biases
W&B helps you overcome the complexity of blending modalities—compare model performance across different sensor fusion strategies and augment data to avoid overfitting. See how Lyft fused LiDAR and camera data to test different fusion strategies and improve accuracy of 3D detection models.
The Weights & Biases end-to-end AI developer platform
Models
Experiments
Track and visualize your ML experiments.
Sweeps
Optimize your hyperparameters.
Registry
Publish and share your ML models and datasets.
Automations
Trigger workflows automatically.
Weave
Traces
Explore and debug LLMs.
Evaluations
Rigorous evaluations of GenAI applications.
Core
Artifacts
Version and manage your ML pipelines.
Tables
Visualize and explore your ML data.
Reports
Document and share your ML insights.
SDK
Log ML experiments and artifacts at scale.