Roboflow

Everything you need to build and deploy computer vision models, from automated annotation tools to robust, device-agnostic deployment solutions.

Roboflow 介绍

Roboflow is a comprehensive platform designed to facilitate the creation, training, and deployment of computer vision models. It provides a suite of tools that streamline the entire process from labeling images to deploying models in production. The platform is utilized by over 500,000 engineers and supports a wide range of industries, from aerospace and defense to healthcare and retail. Roboflow offers a user-friendly interface for managing visual data, training custom models on hosted GPUs, and deploying models at scale with high performance, either on the edge or in the cloud.

Roboflow 的功能特性

  • Auto Label: Automatically label images for training models.
  • Annotation Tools: Designed for fast labeling in the browser.
  • Training: Train custom models on hosted GPUs.
  • Deployment: Scalable, high-performance deployment options for both edge and cloud.
  • Inference: Easy-to-use, production-ready inference server.
  • Integrations: Open APIs and SDKs for customizing and automating pipelines.
  • Ecosystem: Includes Notebooks, Autodistill, and Multimodal Maestro for a complete development experience.

Roboflow 的应用场景

  • Industry Solutions: Tailored solutions for various industries such as aerospace, healthcare, automotive, and more.
  • Data Management: Search, curate, and manage visual data efficiently.
  • Model Training and Fine-tuning: Utilize foundation models and fine-tune them with user data.
  • Annotation Project Management: Manage projects across multiple work streams.

Roboflow 的用例

  • Image and Video Databases: Integration with AWS S3, Kubernetes, Azure, and Google Cloud.
  • Annotation Formats: Support for Amazon Rekognition, LabelBox, CVAT, and more.
  • Training Frameworks: Compatibility with TensorFlow, PyTorch, YOLO, and others.
  • Edge and Cloud Deployment: Support for NVIDIA Jetson, Raspberry Pi, SageMaker, and various cloud platforms.

Roboflow 的统计数据

  • 350 million hosted images
  • 500,000 datasets
  • 100,000 hosted models
更新于 : 2024-06-21

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