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What is Scale Data Engine?

The Scale Data Engine equips machine learning teams with the necessary tools to effectively enhance their datasets. By unifying your data, verifying it against ground truth, and integrating model predictions, you can effectively tackle issues related to model performance and data quality. You can make the most of your labeling budget by identifying class imbalances, errors, and edge cases within your dataset through the Scale Data Engine. This platform has the potential to significantly boost model performance by pinpointing and addressing areas of failure. Implementing active learning and edge case mining allows for the efficient discovery and labeling of high-value data. By fostering collaboration among machine learning engineers, labelers, and data operations within a single platform, you can assemble the most impactful datasets. Furthermore, the platform offers straightforward visualization and exploration of your data, facilitating the rapid identification of edge cases that need attention. You have the ability to closely track your models' performance to ensure that you are consistently deploying the optimal version. The comprehensive overlays within our robust interface provide an all-encompassing view of your data, including metadata and aggregate statistics for deeper analysis. Additionally, Scale Data Engine supports the visualization of diverse formats such as images, videos, and lidar scenes, all enriched with pertinent labels, predictions, and metadata for a detailed comprehension of your datasets. This functionality not only streamlines your workflow but also makes Scale Data Engine an essential asset for any data-driven initiative. Ultimately, its capabilities foster a more efficient approach to managing and enhancing data quality across projects.

What is Heartex?

A data labeling software that boosts the intelligence of your AI solutions is now available. This adaptable tool is designed to label various data types effectively. By leveraging Machine Learning and Active Learning, it can automatically annotate up to 95% of your dataset, significantly reducing manual effort. It also allows for centralized management of training data, ensuring both quality and adherence to privacy regulations. Furthermore, the software includes user-friendly features that enhance the labeling process, making it more efficient and productive for teams.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

https://www.heartex.ai/product-pricing
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
iPhone
Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Scale AI

Date Founded

2016

Company Location

United States

Company Website

scale.com/data-engine

Company Facts

Organization Name

Heartex

Company Location

United States

Company Website

www.heartex.ai/

Categories and Features

Data Annotation

Not specified

Data Labeling

Not specified

LiDAR

Not specified

Machine Learning

Not specified

RLHF

Not specified

Categories and Features

Data Labeling

Human-in-the-loop
Labeling Automation
Labeling Quality
Performance Tracking
Polygon, Rectangle, Line, Point
SDK
Supports Audio Files
Task Management
Team Collaboration
Training Data Management

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