Puja Devi S’ Post

From the first computers that filled entire rooms to the smartphones that fit in our pockets, technology has evolved at a breakneck pace. Each breakthrough has not only changed the way we live and work but has also paved the way for the next big innovation. As we stand on the cusp of even more incredible advancements like large language models and AI-driven systems, it's fascinating to look back and imagine what the future holds. As we explore these exciting developments, it’s worth pondering: Will generative AI be the next big leap—or the flip phones of the future? 🤔 #TechEvolution #AI #GenerativeAI #Innovation #FutureOfTechnology #Cyborgs #Robotics #TechTrends #DigitalTransformation #TechHistory #FutureTech #MachineLearning #AIInnovation #TechnologyLeadership #DigitalInnovation #LookingBeyond

💫💫💫The Future of AI and Mobile Imaging: What's Next?🔮🔮 Samsung's latest update introduces the impressive "scratch to image" feature, allowing AI to enhance and add content to any image. As someone deeply involved in the development of ultra-premium mobile sensors, I find this integration of AI with mobile imaging fascinating. What does "capturing the moment" really mean when AI can redefine the limits of what we see? As sensors push the boundaries of resolution and dynamic range, where do we draw the line between reality and AI-enhanced experience?

Embedded AI has significant potential for innovation in various #railway applications. For instance, developing a sound classification system using embedded microphones to identify distinct sound signatures, such as graffiti spray or glass breaking, can be applied in railway stations or trains. Such methods are both cost-effective and privacy-conscious. For example, the spray sound detection system from the video below employs a highly optimized neural network to process one-second audio samples, effectively differentiating between various manufacturers and ensuring stability against noise. Implemented on ARM Cortex M7, the solution is designed for low-power devices, making it ideal for preinstalled security cameras in railway environments. The implementation is designed to be efficient on embedded hardware, leveraging advanced spectrogram techniques and convolutional bottleneck networks. With only 59k parameters, the neural network ensures that the system is both practical and cost-effective for use in the railway industry. Do you have any guesses about the initial hardware costs for such a solution? #AI #EmbeddedAI #RailwayInnovation

Sony Semicon (EU) EUTDC Italy and Sony AI Switzerland met in Zurich recently to explore common activities and find synergies on current projects. Interesting discussions have been centered around how research on image sensors design and on artificial intelligence can take advantage from each other to increase productivity, quality and innovation. Imagine for example to develop a tool that can leverage AI to support IC designers on automatable complex tasks and leave more time to invest into innovation. It's just the beginning but it looks exciting! #Sony #semiconductor #imagesensor #sonysemicon

There’s no single best solution – only the one that fits your unique use case. For marinas, achieving real-time slip space status economically comes down to balancing coverage, scalability, and budget. Imagine a solution that provides expansive coverage with fewer devices. With Vision AI, you can monitor multiple slip spaces using just one camera, providing a real-time overview at a fraction of the cost of traditional sensors. The result? Smarter resource management and a scalable solution ready to grow with your needs. #SWTSolutions #VisionAI #VisionAISensor #VisionAIOccupancyDetection

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Hello #robotics community! Question, which robot #sensors may also benefit from using a Neural ISP? My husband's company is applying this technology to smartphones, but I cannot help thinking the robotics ecosystem would appreciate new sensing options that takes advantage of Neural ISP technology. Please, discuss!

Innovation at the Edge of AI and Connectivity! At a recent summit, key leaders discussed the transformative potential of next-gen CPUs and open platforms in shaping our AI-powered future. The conversation centered around a fascinating shift: evolving from communication-focused tech to being a driving force in connected processing across industries. Some Insights included: ·      Pioneering AI-driven platforms: Custom CPUs are revolutionizing PCs, mobile devices, and automotive solutions, enabling unparalleled performance and user experiences. ·      The Power of Openness: Open platforms are crucial to innovation, allowing flexibility for integrating diverse AI models and applications. ·      AI in Everyday Life: The rise of on-device AI is poised to redefine user interactions, making them more intuitive and human-centric across devices and ecosystems. ·      Automotive Revolution: The move toward software-defined vehicles is creating smarter, AI-enabled in-vehicle experiences that evolve over time. ·      Collaboration is Key: Industry giants are rallying together, driving a shared vision of an AI-enabled future. This is just the beginning of a multi-year transformation that will reshape industries and how we live. Excited to see what the future holds! What role do you think open platforms will play in AI innovation? #AI #Innovation #Technology #FutureOfWork #OpenPlatforms

Exciting Innovations in AI-Powered Eye Tracking! 👁️✨ 1️⃣ Revolutionary Smart Contact Lens: Introducing a miniature, biocompatible smart contact lens that enables seamless eye tracking and wireless human-machine interaction. This chip-free, battery-free lens boasts an impressive angular accuracy of <0.5°, making it a game-changer for natural and effortless interaction with devices. 2️⃣ Versatile Applications: From eye-drawing and playing games like Gluttonous Snake to web interaction and controlling robot vehicles, this smart lens opens up a world of possibilities. Imagine controlling your devices just by moving your eyes! 3️⃣ Superior Biocompatibility: Comprehensive tests show low cytotoxicity and minimal eye irritation, ensuring safe long-term use. This innovation not only enhances user experience but also holds potential for medical applications like brain diagnosis and driver fatigue detection. https://lnkd.in/gVGkZ5SH Stay tuned for more updates on how AI is transforming our daily lives! 🌐🔍 #AI #SmartTech #Innovation #EyeTracking #WearableTech #FutureTech

We are not that far from an average person creating real-time gaussian splat scenes on their smartphones! RTG-SLAM: Real-time 3D Reconstruction at Scale Using Gaussian Splatting Producing gaussian splats in real-time are getting good! Twice as fast and half the memory requirements as existing SOTA methods. A few key highlights: -The project uses an RGBD Camera -The optimization forces gaussians to be either opaque or nearly transparent -They use one gaussian is represent a local surface region instead of many Lots of optimization going on here! Learn more about the project here: https://lnkd.in/g5cyYHMh #Computervision #3D #geospatial #AI