Label Studio is described as 'Open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats' and is an app. There are seven alternatives to Label Studio for a variety of platforms, including Windows, Linux, Web-based, Mac and SaaS apps. The best Label Studio alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Label Studio are Amazon SageMaker Data Labeling, Computer Vision Annotation Tool (CVAT), HyperLabel and quicklabel.
The Universal Data Tool is a User Interface for editing and annotating Images (Computer Vision, Bounding Boxes, Segmentation), Text (Named Entity Recognition, Classification) or general purpose data entry. to view and edit any data defined in the extensible the .udt.
Amazon SageMaker enables you to label raw data, such as images, text files, and videos, and generate labeled synthetic data to create high-quality datasets for training machine learning (ML) models. SageMaker offers two options, Amazon SageMaker Ground Truth Plus and Amazon...
Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms.
A desktop application with a UX built for through-put, HyperLabel is a complete toolset for quality labeling process management and training data creation.
quicklabel is a native, streamlined GUI tool for manual classification of prompt/image pairs, meant for hobbyists. Outputs dreambooth-style finetuning datasets, as taken by the kohya_ss finetuning scripts.
No-code tool for generative image data augmentation helping to improve the accuracy of an AI model without changing the network architecture.
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