Drive the most cutting-edge CV models forward with Weights & Biases
W&B is an essential part of the computer vision toolkit supporting a variety of mainstream use cases, from self-driving cars and robotics to medical image analysis and augmented reality.
Trusted by leading teams using computer vision to build a brighter future
Blue River Technology, a company pioneering intelligent machinery to revolutionize the agricultural industry, has leveraged W&B to improve operational efficiency so farmers can produce more food with fewer resources.
Woven Planet, a subsidiary of the automotive giant Toyota, uses W&B to inspect and debug their AV models with precision and granularity, so they can focus on their mission to reimagine mobility.
MARZ, an Emmy-nominated visual effects studio, uses W&B to track and optimize models that save them massive time on tedious, frame-by-frame edits so their artists can spend their time being creative.
Rich, interactive visualizations for instant insights
W&B supports most rich media formats, including image, audio, and waveform file types, and logs interactive tables of those datasets, enabling you to easily query and analyze tabular data. Understand your datasets, visualize model predictions, and share insights in a central dashboard for seamless collaboration.
An ML System of Record for all your CV models
Never lose work again. Store datasets, models, and experiments together in one central platform that lets you instantly debug, compare, and reproduce your models, ensuring work is never lost. Create interactive dashboards of any records you want to focus on to quickly analyze training results for experiments.
Dynamic evaluation for continuous model improvement
Improve the performance of your models by not only selecting the best model, but also the best set of hyperaparameters to train it with, with the help of Sweeps. Once the sweep has finished, you can explore the performances of the models with different hyperparameters to see which model performs best. Dynamically evaluate large volumes of experiments and continuously compare model performance in one central dashboard.
An extensible platform for any computer vision use case
From semantic segmentation and object detection models to 3D temporal lidar point clouds, Weights & Biases supports all popular techniques and use cases, so you can gain instant insights that advance your computer vision projects.
See W&B in action
Training Semantic Segmentation Models for Autonomous Vehicles (A Step-by-Step Guide)
A System of Record for Autonomous Driving Machine Learning Models
Exploring Bounding Boxes for Object Detection with W&B
AlphaFold-ed Proteins in W&B Tables
Improving Generative Images with Instructions: Prompt-to-Prompt Image Editing
Extracting Triangular 3D Models, Materials, and Lighting from Images
Robotics, Startups, and Robotic Startups
YOLOv5 Wildfire Smoke Detection with Roboflow and W&B
