What is Encord?
Encord is an enterprise-grade platform designed for managing and annotating multimodal data for AI applications. The platform supports various data types including images, videos, audio, documents, and medical imagery, offering sophisticated tools for data curation, labeling, and model evaluation.
The platform features AI-assisted labeling capabilities, customizable workflows, and robust quality assurance measures. With SOC2, HIPAA, and GDPR compliance, Encord provides secure cloud integration options and comprehensive API/SDK access for seamless integration into existing ML pipelines.
Features
- Multimodal Support: Handle image, video, audio, document, and DICOM files
- AI-assisted Labeling: Leverage foundational models for efficient annotation
- Data Management: Advanced filtering and curation capabilities
- Quality Assurance: Customizable workflows and expert review systems
- Performance Analytics: Monitor team and annotator performance metrics
- Cloud Integration: Connect with AWS, GCP, Azure, or OTC storage
- Security Compliance: SOC2, HIPAA, and GDPR compliant
- API Access: Comprehensive API/SDK for programmatic control
Use Cases
- AI model training data preparation
- Medical image annotation
- Video content analysis
- Document processing and labeling
- Quality control for ML datasets
- Model performance evaluation
- Collaborative data annotation
- Dataset curation and cleaning
FAQs
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Can I use my own model in Encord?
Yes, you can import model predictions via APIs & Python SDK, integrate your model in the Encord annotation interface if deployed via API, or upload your own model weights. -
How is data handled by Encord?
Data is encrypted both in-transit using TLS and at rest, with native integrations for private cloud buckets. Encord is HIPAA & GDPR compliant, maintains SOC2 Type II certification, and never shares data with third parties. -
Does Encord provide data labeling services?
Yes, Encord offers managed on-demand premium labeling-as-a-service with expert support, using active learning platform and automation tools to maximize ROI of human input.
