• 7 min read
What is a Segmentation Mask? An Introduction
In this guide, you will learn how to create segmentation masks with the results of a computer vision model hosted on Roboflow.
• 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: Smart Polygon Labeling
Roboflow 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 are critical to prepare datasets for training instance segmentation or semantic segmentation models and can often improve model accuracy when used
• 9 min read
How To Train SegFormer on a Custom Dataset
In this post, we will walk through how to train SegFormer on a custom dataset using Pytorch Lightning to classify every pixel in an image.
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