Best Edge AI Platforms Software

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

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

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

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

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.

Balena is a complete set of tools for building, deploying, and managing fleets of connected Linux devices.

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

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

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

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

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

Google AI Edge Deploy AI across mobile, web, and embedded applications

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

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

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

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

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,

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

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

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

LF Edge is an umbrella organization that establishes an open, interoperable framework for edge computing independent of hardware, silicon, cloud, or operating system.

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

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

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

uTensor is a free and open source embedded machine learning infrastructure designed for rapid-prototyping and deployment.