![]() Our final entry is an open-source platform that is not updated anymore. Finally, what we love about it is that it has a vibrant community of users and a very active slack channel where you can exchange tips or make requests to the team. It has a variety of algorithm-driven automation features, including a pre-labeling option that can pre-label data based on an existing machine learning model. It works with almost every type of data, such as audio, image, text, and HTML and has a unique configuration setup called Labeling Config where you can design your own customized UI. It supports a wide array of annotation including image classification, object detection, semantic segmentation. The open source version of the tool works with all types of data such as audio, text, images, videos and time series. We recently featured the enterprise version of the tool in our previous article because we were impressed by its versatility and advanced functionalities for active learning and collaboration. ![]() ![]() Our absolute favorite open source labeling tool is Label Studio by Heartex Inc. ![]()
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