Label Studio

Core features

• ✦Support for multiple data types (images, audio, text, video, time series)
• ✦Configurable layouts and templates
• ✦Integration with ML/AI pipelines via Webhooks, Python SDK, and API
• ✦ML-assisted labeling
• ✦Connection to cloud storage (S3, GCP)
• ✦Data Manager with advanced filters
• ✦Multiple projects and users support

Use cases

• →Computer Vision: Image classification, object detection, semantic segmentation
• →Audio & Speech Applications: Classification, speaker diarization, emotion recognition, audio transcription
• →NLP, Documents, Chatbots, Transcripts: Classification, named entity recognition, question answering, sentiment analysis
• →Robots, Sensors, IoT Devices: Classification, segmentation, event recognition
• →Multi-Domain Applications: Dialogue processing, optical character recognition, time series with reference
• →Video: Classification, object tracking, assisted labeling
• →GenAI: LLM Fine-Tuning, LLM Evaluations, RAG Evaluation

Pricing

• Community Edition:
• Enterprise:

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