Hailo vs Edge Impulse — Comparison

Hailo

Explore Hailo’s AI chip for AI on the edge. Use the best-tailored high-performance AI processors for edge device solutions.

Our processors are geared towards the new era of generative AI on the edge, in parallel to enabling perception and video enhancement through our wide range of AI accelerators and vision processors. Co-processors that integrate with edge platforms, empowering real-time deep learning inference tasks with low power consumption and high cost-efficiency. Supporting a wide range of neural networks, vision transformer models and LLMs. Deep dive into how Artificial Intelligence is revolutionizing physical security and X-ray threat detection in crowded venues. Experience the future of smart video security with the Vicon NEXT Modular Camera System, now elevated with Hailo’s powerful Hailo-15 AI vision processor for advanced edge intelligence. The Husqvarna Automower® 430X NERA and 450X NERA, powered by the Hailo-8 AI Accelerator, demonstrate the next generation of intelligent robotic lawn care. By running advanced AI inference directly on the device, these autonomous mowers can efficiently perceive their surroundings, navigate complex lawns, and detect obstacles in real time, without relying on cloud connectivity. Watch how the ASUS UGen300 USB AI Accelerator, powered by the Hailo-10H AI processor, unlocks high-performance edge AI and instantly transforms any device into an AI-ready workstation “Hailo is the ideal choice for our product. It enhances bandwidth efficiency and overall performance while reducing power consumption”

Edge Impulse

Edge Impulse is the leading development platform for machine learning on edge devices.

Founded in 2019 by Zach Shelby and Jan Jongboom, we are on a mission to enable developers to create the next generation of intelligent devices. We believe that machine learning can have a significant positive impact on society and industry, and we're working tirelessly to reach our company's mission. This is the foundation for everything that we build. Transparency empowers developers to get their job done. Bringing ML to the edge happens with the community. Better together. We require a Responsible AI License. The awards and recognition we receive inspire us to continue driving improvement in every aspect of our business. Edge Impulse has been recognized by CIOReview as the Top Edge AI Development Platform for 2026 and earned the cover story in February 2026. Edge Impulse is excited to be announced as one of STL Partners’ top 50 edge companies to watch in 2026, highlighting those who are making waves in edge computing and have exciting developments coming this year! The annual embedded award honors outstanding innovations in the field of embedded system technologies. Embedded Computing Design’s Best in Show highlights the most innovative products on display at leading tradeshows, conferences, and events dedicated to the Embedded, Industrial, Internet of Things, AI/Machine Learning, Security, or Power electronics industries. Edge AI and Vision Product of the Year 2021, 2022 This award celebrates the innovation and achievement of the industry’s leading companies that are enabling and developing products incorporating edge AI and computer vision technologies. Our Edge Optimized Neural compiler has been named “Best Innovation of the Year”. EON represents the new standard for tinyML developers seeking to bring better embedded technologies to the market. Gartner analysts named Edge Impulse as one of four vendors attacking the edge scale and complexity by simplifying the development of complex edge applications and fast tracking ML. This award recognizes the best platform in machine learning, presented by AI Dev World. The 2023 AI TechAwards celebrate technical innovation, adoption and reception in the AI Machine Learning industry and by the developer community.

Hailo

Edge Impulse

Hailo

Edge Impulse

Hailo

Edge Impulse