• 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
Launch: Deploy Computer Vision Models to a Raspberry Pi
Learn how to deploy computer vision models to a Raspberry Pi.
• 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 [https://universe.roboflow.com/] launched in August 2021 with
50 open source datasets and opened our computer vision infrastructure products
for free with a Public plan [https://roboflow.com/pricing]. Universe now has
90,000+ datasets with 66+ million
• 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 [https://roboflow.com/] is now available in
the Microsoft Azure Marketplace
[https://cts.businesswire.com/ct/
• 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.
• 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.
[https://blog.roboflow.com/changelog-february-2022/]
Roboflow Organize and Annotate
* Launched
• 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
[https://blog.roboflow.com/classification-end-to-end/] last summer. Now, we're
adding support for
• 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 [https://docs.roboflow.com/train] and millions of inferences
have been made via Roboflow Deploy [https://roboflow.com/deploy].
Recently, we took a big step back to incorporate advancements in computer vision
research and
• 3 min read
What to Think About When Choosing 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.
[https://blog.roboflow.com/changelog-january-2022/]
Roboflow Organize
• 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
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