roboflow-com

What is Roboflow?

Roboflow is a platform that provides everything needed to build and deploy computer vision applications. It's used by over 1 million engineers to create datasets, train models, and deploy them to production, offering integrated workflows and infrastructure for various industries.

Features of Roboflow

Workflow - Data Curation

• Explore, visualize, filter, curate, and organize data to create optimal datasets for training.
• Use built - in analytics to find insights in data and improve datasets.
• Generate up to 50 augmented versions of each image to enhance model generalization.

Workflow - Annotation

• Manage the pipeline of uploading, assigning, reviewing, and approving annotations.
• Communicate feedback, share instructions, and reach consensus for labeling decisions.
• Label data quickly with AI - assisted annotation tools, either augmenting human labeling or fully automating it.

Workflow - Training

• Optimized infrastructure with hosted state - of - the - art training, including a hosted API endpoint for models.
• Choose from five model sizes to balance fast iteration, low - compute deployment, or high accuracy.
• Evaluate model performance and identify areas of under - performance.

Workflow - Deployment

• Run models directly on Roboflow’s infrastructure via an infinitely - scalable API.
• Use the exclusively provisioned server running Roboflow Inference to build and test application logic.
• View metrics like inference volume, confidence, inference time, and individual prediction results for deployed models.

How to Use Roboflow

To use Roboflow, users can start by signing up on the platform. They can then explore the open - source computer vision datasets and pre - trained models in the Platform Universe. For building applications, they can use the low - code interface to build pipelines in the Workflows section. Regarding pricing, details are available on the Pricing page, but unfortunately, the provided content doesn't detail the difference between free and paid versions.

What types of industries can benefit from Roboflow?

A wide range of industries can benefit, including Aerospace & Defence, Agriculture, Automotive, Banking & Finance, Building & Construction, Food & Beverage, Government, Healthcare & Medicine, Logistics, Manufacturing, Oil & Gas, Retail & Ecommerce, Safety & Security, Telecommunications, Transportation, and Utilities.

How does Roboflow help in data annotation?

Roboflow offers a suite of AI - assisted annotation tools. It helps manage the entire annotation pipeline from uploading to approval. It also enables quick communication of feedback and sharing of instructions for labeling decisions, allowing for either augmented human labeling or full automation.

Can models be deployed in different environments using Roboflow?

Yes, models can be deployed on - device, at the edge, in a VPC, or via API. There are options to deploy with a hosted API or to the edge with video streams or image data.

Frequently Asked Questions

How many organizations use Roboflow?

Over 16,000 organizations build with Roboflow.

What kind of support does Roboflow offer?

Roboflow offers a User Forum, Changelog, Computer Vision Models, tools to Convert Annotation Formats, resources to Learn Computer Vision, Inference Templates, and a Weekly Product Webinar. There are also Docs and a Blog for users.