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What is Ray?

You can start developing on your laptop and then effortlessly scale your Python code across numerous GPUs in the cloud. Ray transforms conventional Python concepts into a distributed framework, allowing for the straightforward parallelization of serial applications with minimal code modifications. With a robust ecosystem of distributed libraries, you can efficiently manage compute-intensive machine learning tasks, including model serving, deep learning, and hyperparameter optimization. Scaling existing workloads is straightforward, as demonstrated by how Pytorch can be easily integrated with Ray. Utilizing Ray Tune and Ray Serve, which are built-in Ray libraries, simplifies the process of scaling even the most intricate machine learning tasks, such as hyperparameter tuning, training deep learning models, and implementing reinforcement learning. You can initiate distributed hyperparameter tuning with just ten lines of code, making it accessible even for newcomers. While creating distributed applications can be challenging, Ray excels in the realm of distributed execution, providing the tools and support necessary to streamline this complex process. Thus, developers can focus more on innovation and less on infrastructure.

What is Intel Geti?

Intel® Geti™ software simplifies the process of developing computer vision models by providing efficient tools for data annotation and training. Among its features are smart annotations, active learning, and task chaining, which empower users to create models for various applications such as classification, object detection, and anomaly detection without requiring additional programming. Additionally, the platform boasts optimizations, hyperparameter tuning, and production-ready models that work seamlessly with Intel’s OpenVINO™ toolkit. Designed to promote teamwork, Geti™ supports collaboration by assisting teams throughout the entire lifecycle of model development, from data labeling to successful model deployment. This all-encompassing strategy allows users to concentrate on fine-tuning their models while reducing technical challenges, ultimately enhancing the overall efficiency of the development process. By streamlining these tasks, Geti™ enables quicker iterations and fosters innovation in computer vision applications.

Media

Media

Integrations Supported

Amazon EKS
Amazon Web Services (AWS)
Anyscale
Apache Airflow
Azure Kubernetes Service (AKS)
Dask
Databricks
Feast
Flyte
Google Cloud Platform
Google Kubernetes Engine (GKE)
LanceDB
MLflow
PyTorch
Python
Snowflake
TensorFlow
Union Cloud
io.net

Integrations Supported

Intel Open Edge Platform

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Open source. Consumption-based.
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Anyscale

Date Founded

2019

Company Location

United States

Company Website

ray.io

Company Facts

Organization Name

Intel

Date Founded

1968

Company Location

United States

Company Website

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

Categories and Features

Deep Learning

Not specified

Machine Learning

Not specified

ML Model Deployment

Not specified

Categories and Features

Computer Vision

Not specified

Data Annotation

Not specified

Data Labeling

Not specified

Image Annotation

Not specified

Video Annotation

Not specified

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