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Average Ratings 0 Ratings
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.
Description
LiteX comes in two components:
Windows [ Client ]
Linux Server [ LiteServer ].
The *standalone* client functionality has:
- SFTP capability
File System Management (local or remote)
Remote Proxy FSM. Copying etc. from remote system(s), to remote system(s), transparently via Client.
- SSH [2] [ SSL ] supported.
Client also has a server peer [ LiteServer ] on Linux that provides DB maintenance, multi-domain bit levels, Merge/Compare functionality [ Client geared ].
The full client and server documentation is available. LiteServer toolkit and examples are available.
LiteX Client is free for SFTP or FSM.
LiteServer is POA if you want to use it for commercial purposes.
API Access
Has API
Yes
API Access
Has API
No
Screenshots View All
No images available
Integrations
C++
Yes
Google AI Edge Gallery
Yes
JAX
Yes
Java
Yes
Kotlin
Yes
Objective-C
Yes
PyTorch
Yes
Python
Yes
Swift
Yes
TensorFlow
Yes
Integrations
C++
No
Google AI Edge Gallery
No
JAX
No
Java
No
Kotlin
No
Objective-C
No
PyTorch
No
Python
No
Swift
No
TensorFlow
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
POA
Free Trial
Yes
Free Version
Yes
Deployment
Web-Based
No
On-Premises
No
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
No
Mac
No
Linux
Yes
Chromebook
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
No
Linux
Yes
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Founded
1998
Country
United States
Website
ai.google.dev/edge/litert
Vendor Details
Company Name
Jedis Singapore Pte. Ltd
Founded
2008
Country
Singapore
Website
www.jedislimited.com
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
Product Features
Data Management
Customer Data
No
Data Analysis
No
Data Capture
No
Data Integration
No
Data Migration
No
Data Quality Control
No
Data Security
No
Information Governance
No
Master Data Management
No
Match & Merge
No