Best Edge AI Platforms Software
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
- Pros and Cons
- Seller Details
Edge Impulse is an end-to-end platform for edge AI application development. We enable developers to use their own sensor, audio and vision data to train AI models for classification, regression an
- 64% Small-Business
- 36% Enterprise
441,225 Twitter followers
- Overview
- Pros and Cons
- Seller Details
Ultralytics is a prominent player in the field of vision AI, specializing in advanced computer vision solutions through its innovative YOLO (You Only Look Once) models. Designed to assist users in var
- 100% Mid-Market
6,607 Twitter followers
- Overview
- Pros and Cons
- Seller Details
Userful™ is a leading provider of IT solutions for core enterprise operations and mission-critical environments. Userful’s unified software platform provides modernized services and management through
- Information Technology and Services
- Libraries
- 49% Mid-Market
- 32% Small-Business
1,885 Twitter followers
- Overview
- Seller Details
Terminus Group's AIoT Platform is a comprehensive solution designed to integrate Artificial Intelligence (AI) and the Internet of Things (IoT) to enhance urban management and operational efficiency. T
- Overview
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ATOM™-Lite is a compact and energy-efficient AI accelerator designed for edge inference applications. Operating in a Half Height Half Length (HHHL) form factor, it seamlessly integrates into workstati
- Overview
- Seller Details
Awiros is an enterprise Video AI platform that enables organizations to develop, deploy, and manage computer vision applications for large-scale automation across industries. Founded in 2015 by Vikra
- Overview
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AWS Greengrass is software that lets you run local compute, messaging, data caching, sync, and ML inference capabilities for connected devices in a secure way. With AWS Greengrass, connected devices c
- Information Technology and Services
- Computer Software
- 38% Small-Business
- 33% Enterprise
2,218,945 Twitter followers
- Overview
- Seller Details
Azure IoT Edge is a fully managed service that delivers cloud intelligence locally and makes hybrid cloud and Internet of Things (IoT) solutions a reality.
- 50% Small-Business
- 33% Enterprise
13,087,439 Twitter followers
- Overview
- Seller Details
Balena is a complete set of tools for building, deploying, and managing fleets of connected Linux devices.
- 50% Mid-Market
- 25% Enterprise
6,028 Twitter followers
- Overview
- Seller Details
The Hailo Dataflow Compiler (DFC) is a pivotal component of the Hailo AI Software Suite, designed to facilitate the seamless deployment of deep learning models onto Hailo's AI processors. It streamlin
- Overview
- Seller Details
DEEPX offers a comprehensive suite of AI chips designed to deliver exceptional performance and efficiency across a wide range of applications. Their product lineup includes the DX-M1, DX-M1M, DX-V3, a
- Overview
- Seller Details
Terminus Group's Edge Computing solutions are designed to enhance the performance and efficiency of smart city infrastructures by processing data closer to its source. This approach reduces latency, c
- Overview
- Seller Details
EdgeRunner AI offers an air-gapped, personalized AI assistant designed to enhance productivity, decision-making, and operational efficiency across various industries. Operating entirely offline, EdgeR
- Overview
- Seller Details
Fovea EDGE is an advanced Edge AI solution designed to automate complex visual inspection tasks in industrial settings, delivering real-time, high-precision defect detection directly on the shop floor
- Overview
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Google AI Edge Deploy AI across mobile, web, and embedded applications
31,569,666 Twitter followers
