• 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
[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.
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 [https://roboflow.com/annotate] has become an essential tool
used by tens of thousands of developers to label images of everything from
planes [https://universe.roboflow.com/skybot-cam/overhead-plane-detector] to
petri dishes [https://universe.roboflow.com/michael-shamash-f942a/onepetri].
Since its launch just over a year ago [https://blog.
• 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
[https://blog.roboflow.com/zero-shot-object-tracking/].
Isolate Objects is now available as a preprocessing step.To try
• 1 min read
Roboflow Changelog: October 2021
Our emphasis this month was on "code tentacles," or improving the ways that Roboflow integrates with your codebase. Below is a recap of what we launched and improved. Rewind to last month's (September 2021) changelog for a recap of earlier releases.
Roboflow Organize
* Released our REST
• 2 min read
Roboflow and Ultralytics Partner to Grow Computer Vision Community
We're proud to share that Roboflow has entered into a partnership agreement with Ultralytics allowing Roboflow to license Ultralytics models and become the official dataset management and annotation tool for Ultralytics.
This means Roboflow is an authorized licensor of Ultralytics YOLO models and is permitted by Ultralytics to
• 1 min read
Introducing the Roboflow pip package
We're ecstatic to announce the launch of our newest pip package, a way for you
to natively interface with your Roboflow workspace through your Python scripts
and Jupyter notebooks! Read the full package documentation here
[https://docs.roboflow.com/python].
Your API Key
If you've ever
• 2 min read
Our New REST API
Today we're excited to announce the launch of our new REST API, a way for your
code to interface with the information stored in your Roboflow workspace. Read
the full API documentation here [https://docs.roboflow.com/rest-api].
We're launching with five read-only API routes (to
• 1 min read
Roboflow Changelog: September 2021
Welcome to another installment of the Roboflow Changelog where we summarize the improvements to Roboflow's product suite over the preceding month. You can find the last changelog (for August 2021) here.
The biggest highlights from last month were celebrating the release of Roboflow Universe, our community space for
• 3 min read
What is Zero Shot Object Tracking?
We are exciting to announce that you can now track objects frame over frame in video and camera stream using the Roboflow Inference API and the open source zero shot object tracking repository, without having to train a separate classifier for your object track features.
• 3 min read
Roboflow Universe: the Computer Vision Community
We’re excited to introduce Roboflow Universe, the new hub for computer vision datasets and pre-trained models.
• 1 min read
Roboflow Changelog: August 2021
Each month we share a recap of our monthly updates and releases in the Roboflow Changelog. The previous Changelog is available here.
In July, the product team's major emphasis was on a new product we'll be releasing at our Launch Party on Wednesday, August 11 -
• 2 min read
Roboflow for Students and Universities
We've seen tremendous interest in Roboflow from the research community. Faculty and students from institutions ranging from California to Malta to Taiwan have been using Roboflow to accelerate their computer vision work.
• 2 min read
Announcing On-Prem and Offline Mode for Roboflow Deploy
With Roboflow, you can train a custom computer vision model in one click
[https://docs.roboflow.com/train] and get an infinitely scalable API to receive
predictions [https://docs.roboflow.com/inference/hosted-api] and you can also
deploy [https://roboflow.com/deploy] directly to devices like the NVIDIA Jetson
[https:
• 3 min read
Announcing Image Classification Support, End to End
We are excited to announce full support for image classification in Roboflow, from image collection and organization, to annotation, to custom training, and deployment.
• 1 min read
Roboflow Changelog: July 2021
Welcome to this month's installment of the Roboflow Changelog highlighting all the updates we've pushed in the past month. The update for last month can be found here.
In June we pushed our major revamp of the backend that supports collaboration between team members ("Workspaces&
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