Description
Annotation Lab by John Snow Labs is a comprehensive no-code AI platform designed for document annotation. It supports a wide range of document types, including text, images, PDFs, video, and audio, allowing users to annotate across multiple formats with a unified interface. The platform leverages over 13,000 pre-trained models to provide intelligent pre-annotations, significantly speeding up the annotation process. Users can refine these annotations through a high-productivity UI, creating a cycle where models continuously improve through active learning.
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The platform is built for enterprise teams, offering features such as role-based access control, HIPAA compliance, and audit trails to ensure security and compliance. It supports collaboration at scale, with workflows that include task assignments, reviewer roles, and LLM output comparisons for blind evaluations. Annotation Lab also allows users to build and train custom NLP models, evaluate and compare LLMs, and de-identify sensitive data to protect privacy.
Annotation Lab's analytics capabilities include task and team productivity charts, inter-annotator agreement metrics, and the ability to track annotation quality. The platform's infrastructure supports local deployment, ensuring that all computation and model training occur within the user's environment, maintaining data privacy.
Overall, Annotation Lab is designed to boost productivity by combining AI with human feedback, making it an ideal tool for teams looking to enhance their annotation workflows without the need for programming or technical expertise.
- CategoryComputer Vision Tools
- Pricing ModelContact sales
- DeploymentLocal
- PlatformsWeb
Annotation Lab's Core Features
No-code AI platform
Multi-format annotation
13,000+ pre-trained models
Role-based access control
HIPAA compliance
Custom NLP model training
LLM evaluation and comparison
Data de-identification
How to use Annotation Lab?
Configure: Set up your team and roles
Use: Annotate documents using pre-trained models
Optimise: Refine annotations and improve models
Annotation Lab's Use Cases
- Document Annotation
- Custom Model Training
- Data De-identification
- LLM Evaluation
- Team Collaboration
