Onepanel
CE

The open and extensible integrated development environment (IDE) for computer vision

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Runs on

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Prepare

Computer Vision Annotation Tool
Fully integrated image and video annotation
Automatic annotation
Automatic annotation for semantic segmentation and object detection
Data augmentation and processing
Extensible data pre-processing pipelines

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Build

JupyterLab and VS Code Workspaces
Elastic JupyterLab and VS Code with TensorFlow, PyTorch and GPU support
Built-in algorithms
Built-in algorithms for object detection and semantic segmentation
Bring your own algorithms and tools
Flexible template and plugin system to bring your own algorithms or tools

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Train and Tune

Training pipelines
Automatic infrastructure management and reproducibility
Hyperparameter tuning
Hyperparameter tuning with support for multiple algorithms and GPUs
Built-in visualization tools
Training and tuning visualizations with TensorBoard, NNI Web UI and more

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Deploy and Manage

Workflow orchestration
Orchestrate and schedule distributed and parallel workflows
Single or ensemble inference
Single or ensemble inference Workflows exposed as APIs
Python SDK and APIs
Programmatically perform any action using Python SDK or APIs

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