Nota AI

Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

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This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. Our method, Trimmed-Llama, reduces the key-value cache (KV cache) and latency of cross-attention-based Large Vision Language Models (LVLMs) without sacrificing performance. We identify sparsity in LVLM cross-attention maps, showing a consistent layer-wise pattern where most […]

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Deploying an Efficient Vision-Language Model on Mobile Devices

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This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. Recent large language models (LLMs) have demonstrated unprecedented performance in a variety of natural language processing (NLP) tasks. Thanks to their versatile language processing capabilities, it has become possible to develop various NLP applications that

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Nota AI Supports Qualcomm AI Hub with On-device Generative AI, Proving Global Technological Prowess

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The on-device generative AI optimization platform NetsPresso® supports AI model optimization on Qualcomm processors through the Qualcomm AI Hub Earns dual ‘A’ ratings in technical evaluation signaling strong IPO prospects SEOUL, South Korea, Feb. 21, 2025 /PRNewswire/ — Nota AI, a leader in on-device AI optimization, is strengthening its global footprint in IoT and edge

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Alliance Members at 2025 CES

AiM Future, AIRY3D, Au-Zone Technologies, Axelera AI, BrainChip, Cadence, Ceva, CLIKA, Commonlands, D3 Embedded, DEEPX, Digica, e-con Systems, Edge AI and Vision Alliance, Embedl, ENERZAi, eYs3D Microelectronics, Geisel Software, Gimlet Labs, Hailo, Inuitive, Microchip Technology, News, Nextchip, Nota AI, NXP Semiconductors, OpenMV, Piera Systems, Quadric, Texas Instruments, VeriSilicon, videantis, Visionary.ai /

The Edge AI and Vision Alliance 2025 CES Directory for game-changing computer vision and AI technologies Many Alliance Member companies will be showing off the latest building-block technologies that enable new capabilities for machines that see! CES is huge so we’ve created a handy checklist of these companies and where to find them including how

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Nota AI Demonstration of Transforming Edge AI with the LaunchX Converter and Benchmarker

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Tae-Ho Kim, CTO and Co-founder of Nota AI, demonstrates the company’s latest edge AI and vision technologies and products at the 2024 Embedded Vision Summit. Specifically, Kim demonstrates his company’s LaunchX platform, featuring its powerful Converter and Benchmarker. LaunchX optimizes AI models for edge devices, reducing latency and boosting performance. Practical applications of the Converter

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Nota AI Demonstration of Elevating Traffic Safety with Vision Language Models

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Tae-Ho Kim, CTO and Co-founder of Nota AI, demonstrates the company’s latest edge AI and vision technologies and products at the 2024 Embedded Vision Summit. Specifically, Kim demonstrates his company’s Vision Language Model (VLM) solution, designed to elevate vehicle safety. Advanced models analyze and interpret visual data to prevent accidents and enhance driving experiences. The

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Nota AI Demonstration of Revolutionizing Driver Monitoring Systems

Algorithms, Automotive, Emotion Discernment, Face Detection, Face Recognition, Nota AI, Sensors and Cameras, Summit 2024, Tools, Videos /

Tae-Ho Kim, CTO and Co-founder of Nota AI, demonstrates the company’s latest edge AI and vision technologies and products at the 2024 Embedded Vision Summit. Specifically, Kim demonstrates Nota DMS, his company’s state-of-the-art driver monitoring system. The solution enhances driver safety by monitoring attention and detecting drowsiness in real-time. Cutting-edge AI techniques make Nota DMS

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“Optimized Vision Language Models for Intelligent Transportation System Applications,” a Presentation from Nota AI

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Tae-Ho Kim, Co-founder and CTO of Nota AI, presents the “Optimized Vision Language Models for Intelligent Transportation System Applications” tutorial at the May 2024 Embedded Vision Summit. In the rapidly evolving landscape of intelligent transportation systems (ITSs), the demand for efficient and reliable solutions has never been greater. In this presentation, Kim shows how an

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Nota AI and Advantech Sign Strategic MOU to Pioneer On-Device GenAI Market

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Nota AI and Advantech sign MOU for edge AI collaboration. Partnership focuses on generative AI at the edge. Joint marketing and sales activities planned to expand market share. SEOUL, South Korea, June 7, 2024 /PRNewswire/ — AI model optimization technology company Nota AI® (Nota Inc.) has signed a strategic Memorandum of Understanding (MOU) with global industrial AIoT

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The Future of Vision: Edge AI Breaks Barriers for Data-intensive Applications

Algorithms, Arm, Automotive, Blog Posts, Industrial Vision (Computer Vision), Nota AI, Processors, Security, Software, Tools /

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. Transforming industries and enhancing efficiency with cutting-edge AI vision technology. One of the most promising applications of IoT AI vision technology is to capture consumer data inside stores so retailers can more quickly and efficiently optimize product

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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