LiteRT

LiteRT

Google
Reality AI Tools

Reality AI Tools

Reality AI
+
+

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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/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

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 Information

Google
Founded: 1998
United States
ai.google.dev/edge/litert

Company Information

Reality AI
Founded: 2015
United States
reality.ai

Alternatives

Alternatives

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SparkPredict

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CircuitLogix

CircuitLogix

Logic Design

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
Claim LiteRT and update features and information
Claim LiteRT and update features and information
Claim Reality AI Tools and update features and information
Claim Reality AI Tools and update features and information