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Roboflow
Overview :
Roboflow is a comprehensive platform for building and deploying computer vision models. Used by over 250,000 engineers, it enables the creation of datasets, model training, and deployment to production environments. With Roboflow, you can train a working, state-of-the-art computer vision model in under 24 hours using just a few dozen example images. It provides a suite of functionalities including dataset management, annotation tools, model training, model deployment, and supports integration with various environments and tools.
Target Users :
A comprehensive platform for building and deploying computer vision models, suitable for various industries and applications.
Features
Search, organize, and manage visual data
Import images and videos from various sources through API
Filter, label, segment, pre-process, and augment image data
Track multiple dataset versions for experimentation
Utilize text semantic search and CLIP vector search to find similar data
Perform quick annotation in the browser
Automatically apply labels using pre-trained models
Accelerate manual annotation workflows with AI-assisted annotation
Automatically label data in bulk using the automated annotation API
Manage multiple annotation projects
Simplify project management with task allocation, annotation instructions, and notifications
Review, approve, comment on, or reject annotations
View metrics for annotation operations
Deploy custom models as hosted API endpoints
Support deployment in various environments
Manage annotation projects and track metrics
Integrate models into any stage of your workflow
Offer an open API, SDKs, developer tools, and extensive documentation
Support various inference and deployment environments
Enable custom, automated, and extended integrations with other applications
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