Share Diffgram data between multiple installations using the import wizard! — When using annotation tools it’s common to eventually end up exporting your annotations into a standard data format like a JSON file. This is useful for training your data, sending data to other systems, and has a isolated backup of your annotations. Why Does this Matter? Diffgram is open source software for training data…

How we scaled up a newly popular feature. — At Diffgram we recently published a new feature which was an instant hit — The Import Wizard! It allows non-technical users to skip the normal “API/Integration” step and import their model pre-labels, and other annotations straight from the UI. Diffgram was the first major provider to offer this! Today I…

Early Preview of New Diffgram Query Engine and Data Visualization When building ML training pipelines you can easily start getting thousands of images with hundreds of thousands or even millions of different labels, and annotations. It’s really hard to pinpoint and see where your data is having problems when you…

Upload JSONs and CSV Spreadsheets into Ready to Work on Annotations and More. Saving Hundreds of Hours of Coding. — Until now, the only way to get pre-labeled data into Diffgram was through a technical integration (API/SDK). This took a lot of time and was a big problem for many teams. …

On this tutorial we will show you how to install Diffgram on an Azure AKS cluster. We will go from the cluster creation, DB creation all the way until the helm chart installation. Let’s get started! Creating and Setting Up an AKS Cluster Start by going into the Azure Portal and search for “Kubernetes Service”, then click…

In this post we will learn how to install Diffgram on a compute engine instance. …

In this article we’ll look at some of the top factors to keep in mind when deciding on which data annotation platform to use. (Also called Data Labeling) All of these factors are very important and can make or break your AI supervised labeling projects, so let’s keep them in…

Testing is one of the most important aspects of a good continuous integration/deployment pipeline. Without robust testing, we cannot guarantee that new versions of the system will work correctly or even worse, break existing working code. Today I want to show our experience creating a continuous integration pipeline using Circle…

Today I’ll show you how to import a video along with a CSV file containing bounding boxes and attributes into Diffgram. When you start developing object detection models you’ll notice that as your model gets better, you will start any new file with pre-labeled data (labels generated by your model)…