Join the forefront of AI innovation with #EdgeInsights! 🚀 Nota AI recently secured Series C funding, showcasing our expertise in AI optimization and on-device generative AI. Explore Edge Insights for detailed information and discover our mission towards a new era of AI technology! This edition is packed with the remarkable achievements and developments of Nota AI over the past month, showcasing highlights from funding to partnership, new video, honored papers, and global meetings where Nota AI has been a key player. Here are the highlights of this edition: 🔹 Successful Completion of Series C Funding Round 🔹 Nota AI and Advantech Sign Strategic MOU to Pioneer On-Device GenAI 🔹 New NetsPresso® Walk-Through Video 🔹 Nota AI Papers Honored at the 8th AI City Challenge at CVPR 2024 🔹 Global Meetings & Events Subscribe to Edge Insights: https://bit.ly/44XuDKX #NotaAI #EdgeInsights #SeriesC #Advantech #NetsPresso #CVPR #COMPUTEX #GenAI #EdgeAI #AIOptimization
Nota AI
IT-Dienstleistungen und IT-Beratung
Seoul, Seoul 2.422 Follower:innen
Hardware-aware AI optimization and edge AI solutions
Info
Founded in 2015, Nota is a compressed AI solutions and software optimization platform business with a focus on the B2B and B2G markets. Our mission is to accelerate and maximize the everyday use of AI in the global market. Our main platform solution, NetsPresso, resolves Cloud and server-based AI solutions related issues, such as limited network, excessive cost, and privacy breach. NetsPresso is an automatic model compression platform which downsizes computer vision models to a size small enough to be deployed independently on smaller edge and low specification devices. Optimization of target models being key, the platform combines a variety of compression methods which enables it to downsize AI models without causing performance degradation. Nota’s AI technology empowers intelligent transportation systems, facial recognition, and security and surveillance. The company’s solutions include Driver Monitoring System, Driver Authentication, and Smart Access Control System. Nota‘s current projects cover a wide range of industries including construction, mobility, security, smart home, and healthcare. Nota’s partnership with top-tier global market leaders including Nvidia, Intel, and ARM has helped accelerate its entry into the global market
- Website
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http://nota.ai
Externer Link zu Nota AI
- Branche
- IT-Dienstleistungen und IT-Beratung
- Größe
- 51–200 Beschäftigte
- Hauptsitz
- Seoul, Seoul
- Art
- Privatunternehmen
- Gegründet
- 2015
- Spezialgebiete
- machine learning, deep learning, artificial intelligence, model compression, mobile deep learning, computer vision, intelligent transportation monitoring system, driver monitoring system und facial recognition
Orte
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Primär
332 Teheran-ro, Gangnam-gu
14F
Seoul, Seoul 06212, KR
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유성구, 대전광역시 34141, KR
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3003
N. 1st Street
San Jose, California 95134, US
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Charlottenstraße
18
Berlin, Berlin 10177, DE
Beschäftigte von Nota AI
Updates
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Stay at the forefront of AI innovation with #EdgeInsights, Nota AI'®s monthly newsletter! 🚀 Explore how our cutting-edge VLM solution, combining the power of generative AI and Edge AI, is set to transform industrial safety. In this edition, we take you deep into this revolutionary technology and much more. Get ready for a wealth of insights, from our latest research milestones to previews of global events you won’t want to miss. Be sure to catch these exciting updates! Here’s what to expect in this issue: 🔹 Nota AI® Papers on AI Pruning Accepted at ECCV 2024 🔹 Deploying Efficient VLMs on Mobile Devices 🔹 Revolutionizing Industrial Safety with Advanced VLM Solutions 🔹 Highlights from the NVIDIA Jetson Developer Meetup 🔹 Upcoming Global Events in September Subscribe to Edge Insights: https://bit.ly/44XuDKX #NotaAI #EdgeInsights #AIOptimization #EdgeAI #GenAI #VLM #ECCV2024 #Pruning #IndustrialSafety #NVIDIAJetsonDeveloperMeetup #DIANexusSummit2024 #WorldSmartCityExpo2024 #2024ITSWorldCongress
Edge Insights #12 - Next-Gen VLM Safety Solutions and Advances in AI Pruning Technology
Nota AI auf LinkedIn
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Two papers from Nota AI have been accepted to #ECCV2024! Check out NetsPresso, empowered by SNP for optimizing Transformer models (sign-up for free trials: https://lnkd.in/gMdxDtRU). 1. SNP: Structured Neuron-level Pruning to Preserve Attention Scores 🔹 SNP utilizes graphical characteristics to accelerate Multi-head Self-Attention modules. We prune neurons with less informative attention scores while eliminating redundancy among heads. Using SNP, DeiTs can run 2× faster on both edge and server devices. SNP with head pruning speeds up DeiT-B by 4.9× on Jetson Nano. 🔹 Paper: https://lnkd.in/gjXSNSwt 🔹 GitHub: https://lnkd.in/g_6zeDXs 2. BK-SDM: Block-removed Knowledge-distilled Stable Diffusion Model 🔹 BK-SDM is developed for efficient text-to-image synthesis. By pruning several residual and attention blocks from the U-Net of SDMs, we reduce the model size and latency by up to 50%. Distillation retraining is surprisingly effective, even with limited resources (4~13 A100 days). BK-SDM performs well on zero-shot tasks. 🔹 Paper: https://lnkd.in/gvRhqviG 🔹 GitHub: https://lnkd.in/gs5tcS9z Huge thanks to contributors: KyungHwan Shim, Jaewoong Yun, Shinkook Choi, Bo-Kyeong Kim, Hyoung-Kyu Song, Thibault Castells
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Nota AI®’s latest article, ‘Deploying an Efficient Vision-Language Model on Mobile Devices’ is now available on our tech blog! In this article, we delve into making advanced VLMs more accessible and efficient for mobile devices. Our innovative approach transforms the open-source VLM, LLaVA (Large Language-and-Vision Assistant), into PhiVA (Phi with Vision Assistant), reducing image encoding latency by 87% and improving text decoding speed by 50%, all while maintaining performance. Discover how we're pushing the boundaries of GenAI to make AI more practical and efficient in real-world applications. Dive into our research findings and explore the future of mobile AI! 🔗Read the full article here: https://bit.ly/3Wn9NlO #NotaAI #AI #GenAI #GenerativeAI #VLM #VisionLanguageModels #EdgeAI #LLaVA #PhiVA #AIOptimization #AIInnovation
Deploying an Efficient Vision-Language Model on Mobile Devices — Nota
nota.ai
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Stay ahead in the AI game with #EdgeInsights, Nota AI®’s monthly AI newsletter! 🚀 Nota AI® is at the forefront of AI innovation, pushing the boundaries of generative AI with edge AI optimization. Check out our latest edition of Edge Insights for an in-depth look at how we’re leading the charge in GenAI technology and our vision for the future! This issue is filled with exciting updates and major milestones from Nota AI®. Here’s what you can expect: 🔹 Nota AI®: Innovating GenAI with Edge AI Optimization 🔹 Shaping the Future of Computer Vision with VLM 🔹 Unveiling Nota AI®’s Latest GenAI Technologies 🔹 Achieving GS (Good Software) Certification for Nota ITS AI Engine SW 🔹 Shedding Light on GenAI at the 2024 Advantech AI Solution Seminar Subscribe to Edge Insights: https://bit.ly/44XuDKX #NotaAI #EdgeInsights #GenAI #GenerativeAI #EdgeAI #AIOptimization #VLM #GSCertification #NotaITS #AdvantechAISolutionSeminar
Edge Insights #11 - Unleash the Power of Generative AI with Nota AI®
Nota AI auf LinkedIn
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Thank you for joining us at the 2024 Advantech AI Solution Seminar in Seoul, on July 18th. We were thrilled to share our cutting-edge generative AI innovations at this remarkable event. The highlight of our booth was our state-of-the-art VLM based Intelligent Transportation System (ITS) solution, powered by NVIDIA Jetson Orin devices. This demonstration emphasized the powerful synergy between generative AI innovation and edge AI optimization, highlighting the potential for safer, more efficient, and sustainable urban mobility solutions. Additionally, Tae-Ho Kim, CTO of Nota AI®, delivered an enlightening presentation, sharing his insights on optimizing AI models for edge deployment through GenAI. For more information about our solutions, please feel free to reach out to our Business Development Lead, Youshin Hong, directly. We are grateful to everyone who visited our booth and shared their enthusiasm for advancing AI technology. Stay tuned for more exciting developments as we continue to lead the way in AI-driven urban transformation! #NotaAI #Advantech #AdvantechAISolutionSeminar #AIInnovation #UrbanMobility #EdgeAI #GenerativeAI #FutureTech
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New #GenAI models are now available on #LaunchX! LaunchX has expanded user choice with the addition of two Netspresso-powered GenAI models on the website. Learn how our optimized generative AI models can achieve improved inference speed while maintaining performance comparable to the original models. Beyond offering conversion and benchmarking features, LaunchX provides a wide range of free models, enabling users to download and deploy AI models all in one place. 🔗 Visit the LaunchX website to supercharge your AI models and experience the future of GenAI today: https://lnkd.in/gNXVGb8Z #NotaAI #LaunchX #Netspresso #AIOptimization #GenAI #GenerativeAI #ComputerVision #EdgeAI #AIInnovation
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Unlock the full potential of #GenAI and #ComputerVision with #NetsPresso! We’re excited to announce the all-new NetsPresso®, a hardware-aware AI model optimization platform, now featuring cutting-edge GenAI models alongside our renowned computer vision solutions. Our new #GenAI models, powered by NetsPresso®, are highly optimized and meticulously lightweighted, showcasing the superial performance and efficiency at the edge. These models include the advanced version of LLM(Large Language Model), SDM(Stable Diffusion Model) and VLM(Vision-Language Model), and are now available for testing. With this update, NetsPresso® encompasses both generative AI and computer vision domains, offering a wide range of services. From customized optimization toolkits to optimized AI models and diverse AI applications, NetsPresso® provides the optimal tools you need to stay ahead in the AI race. Ready to experience the future of AI optimization? Visit our website to discover the new NetsPresso and elevate your AI capabilities today: https://netspresso.ai #NotaAI #NetsPresso #AIOptimization #GenAI #ComputerVision #EdgeAI #AIInovation
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Nota AI has just unveiled new #GenAI models at netspresso.ai.✨ NetsPresso®, a hardware-aware AI optimization platform, is now going beyond the Computer Vision to revolutionize Edge AI with generative AI. Our generative AI models, powered by NetsPresso®, are highly optimized and meticulously lightweighted, showcasing the superial performance and efficiency at the #edge. Explore our cutting-edge GenAI models and application including: 🔹 Shortened LLaMA: Lightweight models of LLaMA and Vicuna, allowing for efficient text generation. 🔹 BK-SDM: Lightweight version of Stable Diffusion Models (SDMs), which are a type of Text-to-Image (T2I) synthesis models. 🔹 Real-Time VLM Inference: Real-time inference application that is based on Vision Language Models (VLMs), which combines visual data with natural language understanding to provide meaningful insights and responses at high speed. Click the link to unlock the potential of GenAI at the edge: https://lnkd.in/gzR_GVDs #NotaAI #GenAI #GenerativeAI #EdgeAI #Netspresso #AIInovation #ShortenedLLaMA #BKSDM #RealTimeVLMInference
NetsPresso
netspresso.ai
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Explore how Nota AI’s VLM (Vision Language Model) solution for intelligent transportation systems leverages our #GenAI expertise. In this demonstration at the 2024 Embedded Vision Summit, our CTO and co-founder, Tae-Ho Kim, showcases how our advanced VLM integrates visual and linguistic data to enhance real-time traffic monitoring and improve road safety by providing more precise and context-aware insights. Watch the video to see the practical applications of our technology and learn more about how Nota AI is advancing AI-driven traffic solutions. 🎥 📹 Watch the full demonstration: https://lnkd.in/gXD-7V7T Explore more about Nota AI’s innovations in AI optimization: www.nota.ai #NotaAI #TrafficSafety #VLM #AIOptimization #EdgeAI #GenAI #MachineLearning #IntelligentTransportation
Nota AI Demonstration of Elevating Traffic Safety with Vision Language Models
https://www.youtube.com/