Best Edge AI Platforms Software - Page 2
Edge AI platforms facilitate the deployment and management of artificial intelligence (AI) and machine learning (ML) models directly on edge devices. These devices—which include IoT sensors, mobile phones, embedded systems, and other hardware at the network's edge—process data locally without sending it to centralized cloud servers. Edge AI platforms provide tools and frameworks for developing AI models optimized for edge computing, deploying these models onto devices, and monitoring their performance in real time.
Companies use these technologies to reduce latency, enhance data privacy, and enable real-time decision-making by processing data where it is generated. By performing AI computations on the edge, organizations can minimize bandwidth usage, reduce dependence on network connectivity, and improve the responsiveness of applications. This is particularly crucial in industries like manufacturing, healthcare, autonomous vehicles, and retail, where immediate insights and actions are essential.
There is some overlap between edge AI platforms and data science and machine learning platforms, but edge AI platforms specifically focus on running AI workloads on edge devices rather than in centralized data centers. Edge AI platforms empower devices to operate independently, providing immediate insights without the delays associated with cloud communication.
To qualify for inclusion in the Edge AI Platforms category, a product must:
Best Edge AI Platforms Software At A Glance
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- Overview
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A Node Computing platform that combines the best of Cloud Computing and Edge Computing! Experience the future of technology as we empower you to develop cutting-edge solutions without any coding exper
- 88% Small-Business
- 6% Enterprise
3,011 Twitter followers
- Overview
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The Hailo-10H M.2 Generative AI Acceleration Module is a compact, high-performance AI accelerator designed to seamlessly integrate into existing PCs and edge devices via an M.2 interface. It enables r
- Overview
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The Hailo-8L M.2 Entry-Level Acceleration Module is an AI accelerator designed to enhance edge devices with efficient, real-time deep learning capabilities. Powered by the Hailo-8L AI processor, it de
- Overview
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The Hailo AI Software Suite is a comprehensive set of tools designed to facilitate the development, optimization, and deployment of deep learning models on Hailo's AI processors. It seamlessly integra
- Overview
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HailoRT is a lightweight, production-grade runtime software designed to facilitate real-time inference of deep learning models on Hailo AI processors. It provides a robust library with intuitive APIs,
- Overview
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IBM Edge Application Manager is an intelligent and flexible platform that provides autonomous management for edge computing. A single administrator can manage the scale, variability and rate of change
- Information Technology and Services
- 40% Enterprise
- 30% Mid-Market
708,987 Twitter followers
- Overview
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KubeEdge is an open source system for extending native containerized application orchestration capabilities to hosts at Edge. It is built upon kubernetes and provides fundamental infrastructure suppor
- Overview
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OctaiPipe is an advanced platform designed to deploy secure and resilient federated edge AI solutions for critical IoT infrastructures. By embedding AI capabilities directly onto devices, OctaiPipe re
- Overview
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ONE AI solves a common problem for AI developers: standard AI models often do not reach the required speed or accuracy for real-world edge and vision applications. As a result, developers spend signif
- Overview
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LF Edge is an umbrella organization that establishes an open, interoperable framework for edge computing independent of hardware, silicon, cloud, or operating system.
276 Twitter followers
- Overview
- Seller Details
Particle is the leading edge-to-cloud infrastructure for the Internet of Things, helping thousands of companies power world-class connected machines, sensors, and devices. Particle provides everything
- Student
- CEO
- Information Technology and Services
- Higher Education
- 77% Small-Business
- 16% Mid-Market
22,129 Twitter followers
- Overview
- Seller Details
REBEL-Quad is a high-performance AI accelerator designed to meet the demands of hyperscale workloads. Utilizing advanced HBM3e chiplet-based architecture, it delivers exceptional energy efficiency and
- Overview
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TAPPAS is Hailo's comprehensive software package designed to streamline the development and deployment of AI applications on edge devices. It offers a suite of fully functional application examples th
- Overview
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Tokyo Artisan Intelligence (TAI) is a Japan-based startup established in 2020 that focuses on AI, deep learning, edge technology, FPGA, embedded computing, custom chip, and edge AI. The company's miss
- Overview
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uTensor is a free and open source embedded machine learning infrastructure designed for rapid-prototyping and deployment.
