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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Guild AI serves as an open-source toolkit for tracking experiments, crafted to introduce systematic oversight into machine learning processes, thereby allowing users to enhance model creation speed and quality. By automatically documenting every facet of training sessions as distinct experiments, it promotes thorough tracking and evaluation. Users can conduct comparisons and analyses of different runs, which aids in refining their understanding and progressively enhancing their models. The toolkit also streamlines hyperparameter tuning via advanced algorithms that are executed through simple commands, doing away with the necessity for intricate trial setups. Furthermore, it facilitates the automation of workflows, which not only speeds up development but also minimizes errors while yielding quantifiable outcomes. Guild AI is versatile, functioning on all major operating systems and integrating effortlessly with pre-existing software engineering tools. In addition to this, it offers support for a range of remote storage solutions, such as Amazon S3, Google Cloud Storage, Azure Blob Storage, and SSH servers, making it a highly adaptable choice for developers. This flexibility ensures that users can tailor their workflows to fit their specific needs, further enhancing the toolkit’s utility in diverse machine learning environments.

Description

Intel® Geti™ software streamlines the creation of computer vision models through efficient data annotation and training processes. It offers features such as intelligent annotations, active learning, and task chaining, allowing users to develop models for tasks like classification, object detection, and anomaly detection without needing to write extra code. Furthermore, the platform includes optimizations, hyperparameter tuning, and models that are ready for production and optimized for Intel’s OpenVINO™ toolkit. Intended to facilitate teamwork, Geti™ enhances collaboration by guiding teams through the entire model development lifecycle, from labeling data to deploying models effectively. This comprehensive approach ensures that users can focus on refining their models while minimizing technical hurdles.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon S3
Azure Blob Storage
Google Cloud Storage
HTML
Intel Open Edge Platform
Jupyter Notebook
Keras
LaTeX
MXNet
Markdown
OpenVINO
PyTorch
TensorFlow
scikit-learn

Integrations

Amazon S3
Azure Blob Storage
Google Cloud Storage
HTML
Intel Open Edge Platform
Jupyter Notebook
Keras
LaTeX
MXNet
Markdown
OpenVINO
PyTorch
TensorFlow
scikit-learn

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Guild AI

Founded

2018

Country

United States

Website

guild.ai/

Vendor Details

Company Name

Intel

Founded

1968

Country

United States

Website

www.intel.com/content/www/us/en/developer/tools/tiber/edge-platform/model-builder.html

Product Features

Product Features

Computer Vision

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

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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