Description: Unreal AI develops software that enables artificial intelligence models to operate on edge devices, enhancing processing efficiency and reducing latency. This technology addresses the limitations of cloud dependency by allowing real-time data analysis and decision-making directly on the device. Web Content:
Funding
$50K raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Product
Problem
Cloud-dependent artificial intelligence models face limitations in processing efficiency and latency, particularly when deployed on edge devices. Real-time data analysis and decision-making are hindered by the need to transmit data to the cloud for processing.
Solution
Unreal AI develops software solutions that enable AI models to operate directly on edge devices, decentralizing computer intelligence. Their Fiera machine learning framework optimizes AI models for IoT devices, achieving significant improvements in speed and size compared to traditional frameworks like TensorFlow. By enabling on-device processing, Unreal AI reduces reliance on cloud infrastructure, enhances real-time performance, and improves data security. Unreal AI offers Dockship, an AI marketplace for pre-trained models, and Vizor ID, a face recognition security device for employee authentication.
Target Audience
The primary target audience includes data scientists, IoT device manufacturers, and enterprises seeking to deploy efficient AI models on edge devices for real-time data analysis and enhanced security.
Features
- Fiera: A machine learning framework for IoT devices, enabling models to run up to 62x faster and be 32x lighter compared to TensorFlow.
- Binarization of both inputs and weights in neural networks.
- Support for both forward and backward propagation.
- C++ implementation allowing for machine-level optimizations.
- Dockship.io: An AI marketplace for data scientists to list and sell pre-trained AI models.
- Vizor ID: A face recognition security device for employee authentication.