AI Tools Directory

November 22, 2023

Are you looking for tools to optimize your model-building process? Encord Active can supercharge your AI team and help you build better models faster. Its advanced AI-powered features enable you to effortlessly test, validate, and evaluate your models for top-notch performance every time.

Let's explore some key features and benefits of Encord Active:

Auto-find label errors Encord Active can automatically find label errors in your training data using vector embeddings, AI-assisted quality metrics, and model predictions, making it easier to identify and correct problematic data samples.

Instantly search your data with natural language search Active's natural language search allows for easy searching and curation of visual data using only natural language.

Debug models and boost performance You can find and fix dataset errors, biases, and edge cases, conduct model error analysis, and run automated robustness tests while using explainability reports to deliver results clearly to your team.

Understand what impacts your model performance Use out-of-the-box metrics or integrate your own to get detailed breakdowns of how your data and labels affect your models, as well as version and compare your datasets and models to track your progress effectively.

Surface, curate, and prioritize the most valuable data Encord Active enables the building of Active Learning pipelines to curate high-value data and boost model performance.

Your ML pipeline, your way Integrate your secure cloud storage, MLOps tools, and wider stack with dedicated integrations that seamlessly fit into your workflows.

Maintain regulatory compliance Encord Active is SOC2, HIPAA, and GDPR compliant with robust security and encryption standards.

With Encord Active, the future of AI starts today. It's an all-in-one platform that securely empowers AI teams to streamline data flows, collaborate with ease, and build reliable models. So, why wait? Get started with Encord Active today and take your AI model-building process to the next level.

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