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.
Deploy complete aerial imaging pipelines with photogrammetry tools
Leverage tools like WebODM with GPUs to accelerate image processing and to perform pre-annotation for object detection.
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
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.