HumanSignal
HumanSignal is a data labeling platform that offers tools for machine learning, including training data preparation, model fine-tuning, and validation, with support for various data types and robust security features.
Services
HumanSignal provides a comprehensive data labeling platform designed for machine learning applications. Their services include preparing training data, fine-tuning large language models (LLMs), and validating models. The platform features customizable workflows and interfaces, making it adaptable to various projects and data types. Additionally, HumanSignal supports a wide range of data types including images, video, text, time series, multi-domain, and audio.
Platform Features
HumanSignal's platform boasts numerous features aimed at enhancing the data labeling process. These include customizable workflows, integration with any SSO provider, and user role management. The platform also offers queue management to automate labeling queues, dashboards for understanding model and human labeling performance, and an Agreement Matrix to identify ground truth data items and potential data quality issues.
Data Privacy and Security
HumanSignal places a strong emphasis on data privacy and security, holding SOC2 certification and ensuring HIPAA compliance. The platform provides audit logs and maintains a secure architecture to keep data private. These measures ensure that users can trust that their data is handled with a high level of security and compliance with industry standards.
Supported Data Types
HumanSignal's platform supports a variety of data types essential for diverse machine learning projects. These include images, video, text, time series data, multi-domain datasets, and audio. This wide range of supported data types allows the platform to cater to comprehensive labeling needs across multiple industries.