• 2 min read
Launch: Roboflow Notebooks Repo Integration with SageMaker Studio Labs
Learn how to use notebooks in the Roboflow Notebooks repository with AWS SageMaker Studio Lab.
• 3 min read
Launch: Roboflow Integration with Ultralytics HUB
Ultralytics, the creators of YOLOv5, and Roboflow now support an integration making it easier to import YOLOv5 models from HUB to Roboflow, export datasets to Ultralytics HUB from Roboflow, and use custom trained model weights for model-assisted data labeling in Roboflow.
This integration builds on the established relationship of Roboflow
• 3 min read
Roboflow Changelog: November 2022
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from November 2022.
• 5 min read
Launch: Roboflow Command-line Interface
The Roboflow CLI will improve workflows and the ability to use Roboflow when
building computer vision applications.
You can use the new Roboflow CLI to access information about your workspaces and
projects, upload images and annotations, and perform inference directly from
your command line.
Install the Roboflow CLI
To get
• 4 min read
Roboflow Changelog: October 2022
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from October 2022.
• 4 min read
Launch: Semantic Segmentation for Labeling, Training, Deployment
Roboflow now supports semantic segmentation projects end-to-end allowing you to use Roboflow Annotate to label data, Roboflow Train to build models, and Roboflow Deploy for inference.
This release, alongside support of instance segmentation, offers users an additional image segmentation project type to build computer vision pipelines with Roboflow.
What is
• 3 min read
Launch: Cloning Images from Open Source Datasets
Since its launch in August 2021, Roboflow Universe has become the largest
collection of open source datasets and pre-trained computer vision models
[https://blog.roboflow.com/computer-vision-datasets-and-apis/]. Our goal is to
democratize access to computer vision and when it comes to building vision
applications, gathering data for training vision models
• 3 min read
Launch: Use YouTube Videos for Training Data and Inference Testing
When building a computer vision application from scratch, two of the most time
consuming parts of the process are finding data to train the model and quickly
testing the performance of the model.
As of today, Roboflow is making that easier for all users by supporting YouTube
video links for
• 4 min read
Roboflow Changelog: September 2022
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from September 2022.
• 3 min read
Launch: Smart Polygon Labeling
Roboflow Annotate [https://roboflow.com/annotate] now offers automated polygon
labeling for all users. With as few as one click, you can apply a polygon
annotation to objects in your datasets.
Polygon annotations [https://blog.roboflow.com/polygon-annotation-labeling/] are
critical to prepare datasets for training instance segmentation
[https://blog.roboflow.
• 2 min read
Launch: Test Computer Vision Models Locally
Roboflow has extensive deployment options [https://roboflow.com/deploy] for
getting your model into production. But, sometimes, you just want to get
something simple running on your development machine.
If you don't want to futz with installing CUDA
[https://blog.roboflow.com/what-is-cuda/] and Docker, we've
• 4 min read
Roboflow Changelog: July & August 2022
Each month, we share a recap of product and company updates. In this post, we detail Roboflow's updates from July and August 2022.
• 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 [https://docs.roboflow.com/annotate] has been used to label
over 66 million images and as teams collaborate to manage large datasets
[https://blog.roboflow.com/annotation-workflow/], it’s important to find the
right data for labeling and improving your model.
Teams using active learning [https://blog.roboflow.
• 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 [https://roboflow.com/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
[https://blog.roboflow.com/annotation-workflow/] for managing labeling in
real-time across distributed teams. Market researchers believe that by 2028,
• 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
[https://blog.roboflow.com/instance-segmentation-roboflow/], 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
• 4 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.
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