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

Workspaces that upgrade or downgrade to and from GPUs 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.

Web-based VNC environments that you can access with your browser

Access and share tools like AirSim, Carla, Gazebo or OpenAI Gym through your browser with VNC enabled workspaces.

Bring your own tools as reproducible templates

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

Integrate additional environments and pipelines using APIs and SDKs

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

Infrastructure and workflows as code

Workflows, environments and infrastructure are all defined as code and version controlled, making them reproducible and portable.

Powered by Kubernetes so you can deploy anywhere

Powered by Kubernetes so you can deploy anywhere Kubernetes can run.