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Manage & curate audio data in Encord

The leading platform for AI data curation and labeling

Encord enables computer vision and multimodal AI teams to curate the right data, annotate at speed, and identify and correct where models are underperforming, all on one platform.

Powering the world's leading AI teams

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Iterative Health
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Our Data Development Platform

Accelerate your AI data workflows with Encord

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Index

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30% reduction in dataset size

Data management & curation

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Annotate

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10x increase in speed

Labeling & human feedback

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20% Improvement in mAP

Model Evaluation

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AI Models

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Model Prediction

Why Encord?

Join thousands of ML practitioners deploying production-ready AI applications using best-in-class data curation, labeling, and model evaluation tools with Encord.

Automotus

20% increase in mAP with intelligent data curation.

Read Automotus's story
CONXAI

60% increase in labeling speed by simplifying data pipelines.

Read Conxai’s story
VIDA

83% reduction in false positive rate with specialised data management.

Read Vida’s story
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Consolidate multiple data sources to organize the right data for AI

With all your data in one place, leverage smart collections, bulk classification and more to manage and enrich your data. Improve AI model performance by creating balanced, representative datasets with ease.

Explore Index
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Explore & visualize millions of multimodal data items in one place

Find the best data for efficient AI model training using intuitive natural language search and filtering by 40+ quality metrics and metadata. Divide and conquer by leveraging Role Based Access Control to enable organization-level user management.

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Support for all key modalities

Visually inspect data outliers with embedding plots. Find underrepresented areas of your datasets and fill these gaps.

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Simplify data cleansing

Build balanced and representative datasets by identifying underrepresented visual quality metrics and corrupt images to enhance AI model performance.

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Advanced filtering options

Connect to AWS, GCP, Azure, or OTC cloud storage in a few clicks and access all nested files in an instant. Data changes in storage are instantly reflected in Encord Index with data refresh.

Annotate

Label your data at scale with Annotate

Best in class asset

Best in-class labeling tools to create high-quality training data

Accelerate your labeling projects at scale. Leverage custom or state-of-the-art foundational models to create pixel-perfect masks in a single click and dramatically reduce labeling hours on datasets. 

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customizable workflows

Ensure reliable quality assurance with customizable workflows

Integrate humans-in-the-loop seamlessly with fully customizable workflows and expert review to suit your project's needs.

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Multimodal annotation

Efficiently label data of any modality including image, video, medical imagery, or geospatial data and audio. Map relationships between modalities with sophisticated labeling ontologies. 

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Streamline data operations

Monitor team and annotator performance with actionable dashboards to ensure training data quality.

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Collaborate across teams

Seamlessly control user roles with permissioning, manage task assignment, and infinitely scale your MLOps workflows.

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Seamlessly test your AI models and deploy into production

Evaluate and validate your AI models against your data to surface, curate, and prioritize the most valuable data for training and fine-tuning to supercharge AI model performance.

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Build robust models with powerful error analysis

Combine model predictions, vector embeddings, visual quality metrics and more to automatically reveal mistakes in your labels and data.

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Find & fix data issues with ease

Identify edge cases and underrepresented classes and conduct robustness and regression tests to uncover failure modes and issues in your models.

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Evaluate model performance

Deconstruct model performance with automatic reporting on metrics like mAP, mAR, and F1 Score.

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Compare model performance

Integrate humans-in-the-loop to build active learning workflows to refine model performance iteratively, significantly reducing deployment timelines.

Integration Asset

Integrations

Integrate with your toolstack

Connect your secure cloud storage, MLOps tools, and much more with dedicated integrations that slot seamlessly into your workflows.

Security

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Built with security in mind

Encord is SOC2, HIPAA, and GDPR compliant with robust security and encryption standards.