Integrations Directory

Most Popular

• 

  Segment Anything Model

  Image Segmentation Model

• 

  Hugging Face

  Label Studio in Hugging Face Spaces

• 

  Ultralytics YOLO

  Computer vision models

• 

  Amazon SageMaker

  Integrate Label Studio with AWS SageMaker

• 

  Baal

  Library to enable Bayesian active learning

• 

  EasyOCR

  Optical Character Recognition (OCR) engine

• 

  Galileo

  Uncover data issues and errors

• 

  Hugging Face

  Label Studio in Hugging Face Spaces

• 

  LangChain

  Evaluate LLM Output Quality

• 

  Lightly.ai

  Active learning for data management

• 

  OpenMMLab

  Bounding box image labeling

• 

  PyTorch

  Open source machine learning framework

• 

  Scikit Learn

  Machine learning toolkit

• 

  TensorFlow

  Open source deep learning framework

• 

  Unstructured.io

  Unstructured data ingestion and preprocessing

• 

  Watsonx

  A suite of foundation models for natural language and multimodal AI tasks

• 

  ZenML

  Extensible MLOps framework

• 

  spaCy

  Open-source software library for advanced natural language processing

• 

  Flair

  Named entity recognition

• 

  Grounding DINO

  Text-Driven Object Detection Model

• 

  Nvidia NeMo

  Automated audio transcription

• 

  Segment Anything Model

  Image Segmentation Model

• 

  Tesseract

  Automated bounding box OCR

• 

  Ultralytics YOLO

  Computer vision models

• 

  Azure Blob Storage

  Azure cloud storage for data labeling

• 

  Google Cloud Storage

  Google cloud storage for data labeling

• 

  Pachyderm

  Automated versioning for data labeling

• 

  Redis

  High-speed cache for annotation data

• 

  S3

  AWS cloud storage for data labeling

• 

  Azure Blob with Managed Identity

  Secure, flexible authentication for Azure.

• 

  Databricks

  Unify your data and AI

• 

  GCS with Workload Identity Federation

  Keyless, short-lived access to storage

• 

  S3 with IAM roles

  A secure way to move data in and out of projects

• 

  Anthropic

  Building safe, reliable, and steerable artificial intelligence

• Azure OpenAI

• 

  Cohere

  Foundational models and AI solutions

• 

  Gemini

  A family of advanced AI models that power a suite of AI features across Google products.

• 

  Mistral AI

  High-performance open-weight language models.

• 

  OpenAI

  Provides powerful language and vision models through hosted APIs.

• 

  Vertex AI

  Enterprise ready, fully-managed, unified AI development platform

• 

  Docker

  Container installation of Label Studio

• 

  Kubernetes

  Infrastructure to deploy and scale Label Studio

• 

  Terraform

  Automated installation

• 

  PostgreSQL

  Advanced relational storage for data annotations

• 

  SQLite

  Default embedded database in Label Studio