AI TOOL PROFILE
GraphLab Create (Turi Create)
- Software Development
- Machine Learning Framework
- Software Companies
- Apple Platform Developers
- Python Developers
Pricing
Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
At a glance
- Best for
- Software Companies, Apple Platform Developers, Python Developers
- Key use cases
- Personalized Recommendations, Image and Object Recognition, Audio and Sensor Analysis, Text Sentiment Analysis
- Official website
- Visit GraphLab Create official website
How AI is used
Turi Create is a machine learning library that supports the development of custom models for tasks including object detection and sentiment analysis. It is designed to allow users to focus on the task rather than the underlying algorithms.
The library is intended for developers building applications that require AI capabilities. It supports data types including text, images, audio, video, and sensor data, and is designed to work with large datasets on a single machine.
Users can export models to Core ML for deployment on iOS, macOS, watchOS, and tvOS. The library is compatible with macOS, Linux, and Windows via WSL, provided the system meets the specific Python and RAM requirements.
Buyers should note that the GitHub repository was archived in December 2023 and is now read-only.
Key Features
Custom Model Development
Supports the creation of ML models including recommenders, classifiers, and regression models.
Core ML Export
Supports exporting models for deployment in Apple ecosystem apps such as iOS, macOS, watchOS, and tvOS.
Multi-Platform Support
Compatible with macOS 10.12+, Linux with glibc 2.10+, and Windows 10 via WSL.
Visual Data Exploration
Includes built-in streaming visualizations to help users explore datasets.
GPU Acceleration
Optional GPU support that may accelerate certain models; support is automatic on macOS.
Use Cases
Personalized Recommendations
Developing recommender models to personalize choices for application users.
Image and Object Recognition
Building models for image classification, object detection, and image similarity analysis.
Audio and Sensor Analysis
Creating tools for sound classification and detecting activities using sensor data.
Text Sentiment Analysis
Using text classifiers to analyze the sentiment of messages.
FAQ
What platforms does Turi Create support?
- It supports macOS 10.12+, Linux with glibc 2.10+, and Windows 10 via WSL.
Do I need a GPU to use Turi Create?
- A GPU is not required, but using one may accelerate certain models. Support is automatic on macOS.
Can I deploy Turi Create models to an iPhone app?
- Yes, the tool supports exporting models to Core ML for use in iOS, macOS, watchOS, and tvOS applications.
What are the system requirements for Turi Create?
- It requires x86_64 architecture, at least 4 GB of RAM, and Python versions 2.7 or 3.5 through 3.8.
Source category: Software Development
Source subcategory: Machine Learning Framework
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