LiteRT Description

LiteRT, previously known as TensorFlow Lite, is an advanced runtime developed by Google that provides high-performance capabilities for artificial intelligence on devices. This platform empowers developers to implement machine learning models on multiple devices and microcontrollers with ease. Supporting models from prominent frameworks like TensorFlow, PyTorch, and JAX, LiteRT converts these models into the FlatBuffers format (.tflite) for optimal inference efficiency on devices. Among its notable features are minimal latency, improved privacy by handling data locally, smaller model and binary sizes, and effective power management. The runtime also provides SDKs in various programming languages, including Java/Kotlin, Swift, Objective-C, C++, and Python, making it easier to incorporate into a wide range of applications. To enhance performance on compatible devices, LiteRT utilizes hardware acceleration through delegates such as GPU and iOS Core ML. The upcoming LiteRT Next, which is currently in its alpha phase, promises to deliver a fresh set of APIs aimed at simplifying the process of on-device hardware acceleration, thereby pushing the boundaries of mobile AI capabilities even further. With these advancements, developers can expect more seamless integration and performance improvements in their applications.

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Pricing

Pricing Starts At:
Free
Free Version:
Yes

Integrations

API:
Yes, LiteRT has an API
View Integrations

Reviews

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Company Details

Company:
Google
Year Founded:
1998
Headquarters:
United States
Website:
ai.google.dev/edge/litert

Media

LiteRT Screenshot 1
LiteRT Screenshot 1
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Product Details

Platforms
Linux
iPhone App
iPad App
Android App
Types of Training
Training Docs
Live Training (Online)
In Person
Customer Support
Business Hours
Online Support

LiteRT Features and Options

Artificial Intelligence Software

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

LiteRT User Reviews

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