Image and video annotation with automatic pre-annotation

Annotate images and video using CVAT, with object tracking and semi-automatic annotation of bounding boxes and polygon masks.

Build your models with GPU optimized frameworks and IDEs

Seamlessly switch environments between CPU and GPU machines, preloaded with PyTorch, TensorFlow, JupyterLab, VSCode and more.

Create pipelines as code for model training and data processing

Build reproducible training and data processing pipelines that can perform parallel or distributed tasks on multiple machines.

Track experiments and visualize model metrics

Track and visualize model metrics and experiments with TensorBoard or bring your own experiment tracking tools.

Bring your own tools as reproducible templates

Easily bring your own specialized cloud-native tools for development, annotation, pipelines and more.

Integrate with existing systems using APIs and SDKs

Extend Onepanel with our powerful REST APIs and SDKs to further automate your pipelines and environments.