Product Updates

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.

Launch: Dataset Search

Roboflow Annotate has been used to manage and label 90,000 datasets containing 66 million images and starting today you can now use text based search queries to better understand

Launch: Deploy Computer Vision Models to a Raspberry Pi

💡Roboflow Inference, which you can use to deploy models to a Raspberry Pi, is now available as an open source project. We recommend following the Roboflow Inference documentation to set

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

Launch: Edge Tiling During Inference

Roboflow supports tiling during training as a pre-processing step to train models to detect small objects in large images [https://blog.roboflow.com/detect-small-objects/], and now you can also use

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.

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’

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!

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.

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

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

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

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

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.

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.

Roboflow Changelog: April 2022

April showers brings May flowers, and here's a bouquet of flower datasets from Roboflow Universe you can use today!

What is Instance Segmentation? A Guide with Roboflow.

We are excited to release support for instance segmentation projects on Roboflow. Instance segmentation allows your computer vision model to know the specific outline of an object in an image, unlocking new use cases for Roboflow in your application.

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

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

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

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.

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

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

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/

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