• 6 min read
Launch: Dataset Search
Learn how to search image datasets using Roboflow.
• 4 min read
Deploy a Computer Vision Model: A How-To Guide
Answering the question "how do I deploy a computer vision model?" can be difficult. There are so many options. Which one should you choose? How do you deploy to the option that is right for your use case?
With the launch of the Roboflow Deploy feature, deploying computer
• 2 min read
How to Use Polygon Annotation and Labeling with Roboflow
Polygons have traditionally been used for training image segmentation models, but they can also improve the training of object detection models. Object detection models are typically much faster and more widely supported, so they're still the best choice for solving many problems.
• 3 min read
Launch: Search Datasets and Assign Jobs
Roboflow Annotate has been used to label over 66 million images and as teams collaborate to manage large datasets, it’s important to find the right data for labeling and improving your model.
Teams using active learning to bring real world data back into their training pipeline need a way
• 2 min read
Roboflow Changelog: May & June 2022
Each month, we share a recap of product and company updates. Here's what's new for May and June in 2022!
• 3 min read
Launch: Roboflow Native iOS SDK
Constrained bandwith? Left without the option to extend production data beyond your local network or corporate firewall? In need of real-time inference speeds on the edge? The Roboflow Mobile iOS SDK is a great option if you are developing an iOS application.
• 4 min read
Open source datasets and pre-trained models for computer vision
90,000 Datasets and 7,000 Pre-trained Models Available
Roboflow Universe launched in August 2021 with 50 open source datasets and opened our computer vision infrastructure products for free with a Public plan. Universe now has 90,000+ datasets with 66+ million images available for building computer vision models and
• 3 min read
Launch: Label Only Role-based Access Control
Roboflow Annotate has been used to label over 66 million images and teams have been able to label more images with our recent release of collaborative workflows for managing labeling in real-time across distributed teams. Market researchers believe that by 2028, $8 billion USD per year will be spent labeling
• 3 min read
Roboflow Now Available in the Microsoft Azure Marketplace
Microsoft Azure customers worldwide can now gain access to Roboflow to take advantage of the end-to-end computer vision platform to give their software the sense of sight.
We’re pleased to share that Roboflow is now available in the Microsoft Azure Marketplace, an online store providing applications and services for
• 1 min read
Launch: Instance Segmentation Project Training and Inference
What Is Instance Segmentation?
Instance segmentation, also known as image segmentation, is the computer vision task of recognizing objects in images along with their associated shape. In other words, it is the outline of a given object.
It also includes a bounding box surrounding the object in addition to its
• 3 min read
Launch: Roboflow OAK pip package
roboflowoak pip package lets you natively interface with your Roboflow workspace through Python scripts and deploy to an OAK device.
• 4 min read
Roboflow’s Python Pip Package For Computer Vision
Regardless of whether your project is a new product line, a new industrial production system, a research project, or a personal one to help you learn what computer vision is all about, you'll want to add "pip install roboflow" to your code - and here's why.
• 2 min read
Roboflow Changelog: April 2022
April showers brings May flowers, and here's a bouquet of flower datasets from Roboflow Universe you can use today!
• 2 min read
Roboflow Changelog: March 2022
Spring is finally here and there is computer vision in the air. Each month, we share a recap of product and company updates; if you missed last month's edition of the Roboflow Changelog, you can find it here.
Roboflow Organize and Annotate
* Launched Polygonal Annotation tool
* Launched Multi-label
• 4 min read
Launch: End to End Multi-Label Classification
Roboflow has supported the entire process of creating object detection and single-label classification computer vision projects, from collecting and annotating images to training and deploying a model since our launch of end to end classification support last summer. Now, we're adding support for another project type: Multi-Label Classification.
• 3 min read
Introducing New and Improved Roboflow Train
Over the last year, thousands of custom computer vision models have been trained with Roboflow Train and millions of inferences have been made via Roboflow Deploy.
Recently, we took a big step back to incorporate advancements in computer vision research and our learnings from working with our users into new
• 4 min read
What to Think About When Choosing Vision Model Sizes
When training any machine learning model, you must trade off inference speed for accuracy. Larger models with more parameters are uniformly more accurate, and smaller models with fewer parameters are uniformly faster to infer.
• 2 min read
Roboflow Changelog: February 2022
Even though it's the shortest month of the year, we accomplished a lot! Each month, we share a recap of product and company updates; if you missed last month's edition of the Roboflow Changelog, you can find it here.
Roboflow Organize
* Polished and improved the new
• 1 min read
Roboflow Changelog: January 2022
It might be cold outside, but Roboflow is bringing the heat to kick off 2022! Each month, we share a recap of product and company updates. If you missed last month's edition of the Roboflow Changelog, you can find it here.
Roboflow Organize
* Major update to the Annotations
• 3 min read
Launch: Collaborative Annotations
Roboflow Annotate has become an essential tool used by tens of thousands of developers to label images of everything from planes to petri dishes. Since its launch just over a year ago, it has made creating training data for your computer vision models simple and fast.
But there's
• 1 min read
Roboflow Changelog: December 2021
Even though the year was coming to a close and holidays gave us the chance to spend time with family and friends, we kept our focus right up to the end in order to make Roboflow even better. Each month, we share a recap of product and company updates to
• 1 min read
Introducing the Roboflow Inference Widget
Now, you can easily test any model that has been trained with Roboflow Train by dragging an image file onto your dataset version page.
• 1 min read
Roboflow Changelog: November 2021
It's been a whirlwind of a month at Roboflow with lots of changes, updates, and expansion going on behind the scenes. Each month, we share a recap of product and company updates. If you missed last month's edition of the Roboflow Changelog, you can find it
• 1 min read
New Feature: Isolate Objects
You can now export the bounding boxes from your object detection dataset as cropped images usable with classification models. This update will enable easily prototyping two-pass models for use-cases like OCR and object tracking.
To try it out, simply enable the Isolate Objects preprocessing step and generate a new version
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