LiteRTGoogle
|
Reality AI ToolsReality AI
|
|||||
Related Products
|
||||||
About
LiteRT (Lite Runtime), formerly known as TensorFlow Lite, is Google's high-performance runtime for on-device AI. It enables developers to deploy machine learning models across various platforms and microcontrollers. LiteRT supports models from TensorFlow, PyTorch, and JAX, converting them into the efficient FlatBuffers format (.tflite) for optimized on-device inference. Key features include low latency, enhanced privacy by processing data locally, reduced model and binary sizes, and efficient power consumption. The runtime offers SDKs in multiple languages such as Java/Kotlin, Swift, Objective-C, C++, and Python, facilitating integration into diverse applications. Hardware acceleration is achieved through delegates like GPU and iOS Core ML, improving performance on supported devices. LiteRT Next, currently in alpha, introduces a new set of APIs that streamline on-device hardware acceleration.
|
About
Products need to work, and they also need to fit a price point. Reality AI merges machine learning with advanced signal processing math, delivering fast, efficient machine learning inference that fits on the smallest microcontrollers, enabling smart product features with inexpensive hardware. No engineer will deploy a solution they don’t understand. Reality AI Tools® delivers visualizations of model function in terms of time and frequency domains, so you can explain to colleagues and stakeholders why models perform as they do. Instrumentation and data collection are 80% of the cost of machine learning projects. Reality AI Tools® can identify the most cost-effective combinations of sensor channels, find the best sensor locations, and generate minimum component specifications. It can also help you manage the cost of data collection by finding instrumentation and data processing problems as data is gathered.
|
|||||
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Supported
iPad
Supported
Android
Supported
Chromebook
Not Supported
|
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
|
|||||
Audience
Mobile application developers in search of a tool to integrate efficient, on-device AI capabilities into their apps
|
Audience
Companies searching for a solution to manage and improve their intelligent machine operations
|
|||||
Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
|
Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Not Supported
|
|||||
API
Offers API
Supported
|
API
Offers API
Not Supported
|
|||||
Screenshots and Videos |
Screenshots and Videos |
|||||
Pricing
Free
Free Version
Supported
Free Trial
Not Supported
|
Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
|
|||||
Reviews/
|
Reviews/
|
|||||
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Supported
|
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Supported
|
|||||
Company InformationGoogle
Founded: 1998
United States
ai.google.dev/edge/litert
|
Company InformationReality AI
Founded: 2015
United States
reality.ai
|
|||||
Alternatives |
Alternatives |
|||||
|
|
|
|||||
|
|
||||||
|
|
||||||
Categories |
Categories |
|||||
Artificial Intelligence Features
Chatbot
Not Supported
For eCommerce
Not Supported
For Healthcare
Not Supported
For Sales
Not Supported
Image Recognition
Not Supported
Machine Learning
Not Supported
Multi-Language
Not Supported
Natural Language Processing
Not Supported
Predictive Analytics
Supported
Process/Workflow Automation
Not Supported
Rules-Based Automation
Not Supported
Virtual Personal Assistant (VPA)
Not Supported
|
||||||
Integrations
C++
Supported
Google AI Edge Gallery
Supported
JAX
Supported
Java
Supported
Kotlin
Supported
Objective-C
Supported
PyTorch
Supported
Python
Supported
Swift
Supported
TensorFlow
Supported
|
Integrations
C++
Not Supported
Google AI Edge Gallery
Not Supported
JAX
Not Supported
Java
Not Supported
Kotlin
Not Supported
Objective-C
Not Supported
PyTorch
Not Supported
Python
Not Supported
Swift
Not Supported
TensorFlow
Not Supported
|
|||||
|
|
|