Name Label Studio
Overview Label Studio is an open-source data labeling platform that facilitates the enhancement of machine learning models by preparing and validating training data. It features machine learning (ML) model pre-labeling and customizable tagging, enabling efficient labeling of a variety of data types, including images, audio, text, time series, and video. This comprehensive tool supports an array of tasks, such as image classification, object detection, audio transcription, sentiment analysis, and optical character recognition, making it ideal for applications in natural language processing (NLP), computer vision, and Internet of Things (IoT) devices. Label Studio also provides configurable layouts and integrates seamlessly with ML/AI pipelines and cloud storage, streamlining data labeling workflows and boosting model accuracy, and is widely trusted by data scientists globally for accurate data annotation.
Key features & benefits
  • ✔️ Machine learning model pre-labeling.
  • ✔️ Customizable tagging capabilities.
  • ✔️ Supports multiple data types: images, audio, text, time series, and video.
  • ✔️ Facilitates various tasks: image classification, object detection, audio transcription, sentiment analysis, optical character recognition.
  • ✔️ Offers configurable layouts and integration with ML/AI pipelines.
Use cases and applications
  • Leverage customizable tagging and ML model pre-labeling features to streamline labeling of large datasets for image classification, enhancing model accuracy.
  • Utilize versatile data labeling to annotate images with bounding boxes, polygons, or key points, improving object detection algorithms for computer vision.
  • Enhance audio transcription tasks with support for labeling audio data, ensuring high-quality training for speech recognition models.
Who uses?
  • Machine Learning Engineers
  • AI Researchers
  • Data Scientists
  • Data Analysts
  • NLP Practitioners
  • Computer Vision Engineers
  • IoT Developers
Pricing Label Studio operates on a subscription-based pricing model:

  • Basic plan: $10
  • Premium plan: $20

Note: Pricing packages are subject to change. Always verify pricing information here.

Tags Data Labeling, Machine Learning, Data Annotation, AI Model Validation, NLP, Computer Vision.
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