HITlab_Howest’s Post

Check out our new paper, "𝐄𝐱𝐩𝐥𝐚𝐢𝐧𝐚𝐛𝐥𝐞 𝐄𝐝𝐠𝐞 𝐀𝐈 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 𝐟𝐨𝐫 𝐈𝐨𝐃-𝐀𝐬𝐬𝐢𝐬𝐭𝐞𝐝 𝐀𝐞𝐫𝐢𝐚𝐥 𝐒𝐮𝐫𝐯𝐞𝐢𝐥𝐥𝐚𝐧𝐜𝐞 𝐢𝐧 𝐄𝐱𝐭𝐫𝐞𝐦𝐞 𝐒𝐜𝐞𝐧𝐚𝐫𝐢𝐨𝐬," recently published in the IEEE Internet of Things Journal (Q1, IF: 10.6). This paper presents an innovative AI framework to enhance drone safety and efficiency in extreme surveillance conditions. By leveraging real-time critical parameters, our framework detects safety concerns for drones deployed in challenging environments. It also integrates a MapReduce-based module to efficiently process large-scale images captured by drones. To address the opacity of traditional AI systems, we employ SHAP to transform our AI framework into an explainable system, enhancing trust and transparency.  Gagangeet Aujla #AI #EdgeComputing #XAI #Drones #AerialSurveillance #SmartCity #BigData #IEEE https://lnkd.in/d5V-Bp6E

More on that topic of Restoring Peatlands using Artificial Intelligence - CSX Carbon https://buff.ly/3vcEjp9 < great practical use of AI to map the excessive drainage of peatlands, and help reduce the rapid runoff that results. #DigiLeaders

"We did have really good results, our productivity was 5x faster than traditional methods and this included indirect time, using the drone, getting it set up in the aisles.", director of Solution Design at NFI, Cody Merritt, spoke about the benefits of implementing our drones in their warehouse. If you missed the talk, watch it below 👇

As drone technology races towards autonomy, we're facing a data deluge. In my upcoming talk at #ExpoUAV I'll be diving deep into the critical intersection of drone technology and AI/ML. Here's a first look; I hope you’ll join me: - The Scalability Challenge: Regulations aside, current data processing methods may be what holds us back from reaching meaningful scale - Edge Computing: Bringing analysis closer to the source for real-time decision making, offline and on-device - The AI Deployment Gap: Why up to 80% of ML models never see real-world use & what your company needs to do about it I’ll share examples of some of the best enterprise systems I’ve worked with and how they are preparing for an AI-driven future. #DroneInnovation #AI #EdgeComputing [Interested in learning more? Join my session at #ExpoUAV this Thursday ‘Infrastructure: Lessons, Insights and Takeaways’. Link to register in comments]

Don't miss it! Patrick Lohman is talking drone tech and AI at #ExpoUAV in Vegas today. Catch his insights on data challenges and edge computing within the world of drones. Check out his post for a sneak peek!

☑️ Wind farm wildlife and fire detection ☑️ Logistics and asset management with indoor drones ☑️ Oil spill response management See how Minsait is unlocking industrial AI with a private 5G solution from Red Hat and Intel.

Already day 3. Time goes by fast

Computer Vision for SeaRescue application. Blog link: https://buff.ly/3R5b67f In this article we have discussed indepth about how to fine-tune a faster R-CNN for small object detection with image patches as a data preprocessing technique on the SeaDroneSee Kaggle Dataset. We also compare the results of this finetuned model up against SAHI. #computervision #deeplearning #AI #Drone #ObjectDetection

AI Stuff I Saw Today, Monday 2024-03-04! Anthropic releases Claude 3, said to be GPT-4 class. With billions they raised, I should hope so! https://lnkd.in/gYmGvvvY AI cameras at Paris Olympics will detect unattended parcels, weapons, fires and other anomalies. - Tech Times Here come the killer robots. - Communications of the ACM Do those Paris AI cameras look for drones? How hard would it be to build a robot kamikaze drone to attack a crowded event, or add facial recognition and attack a specific leader at the event? With today's world news and technology, I would not want to be the head of Olympic security. Tax prep AI robots give bad advice. - Washington Post Mark Cuban responds: Tax the robots! Nick Bilton: How AI could disrupt Hollywood. - Vanity Fair Couple more crazy Sora videos dropped, generating a whole museum on the fly, alien rapper. - Tom's Guide Congressional candidate uses AI robocalls and AI-enhanced videos - Raw Story JPMorgan AI cashflow management tool reduces a client's manual work on a task by 90% - Bloomberg Sergey Brin: Google definitely messed up, didn't test properly - Business Insider Dictate notes to your Apple Watch on the fly, have AI rewrite them into proper professional emails Can you use AI to find scarce AI talent? - CIO Dive Large Language Models for Data Annotation: A Survey. Paper on using LLMs to label diverse data types accurately for various purposes. - arXiv.org We know how to build LLMs, but exactly how they learn to perform certain tasks is a great mystery. If anyone figures it out, we will unlock faster training, and much better LLMs. - MIT Technology Review Trump supporters target black voters with faked AI images - BBC

What is Your Opinion on the Emergence of AI in the Utility Inspection Industry? For the last few years, but especially in 2024, AI capabilities are being wildly boasted, but how do they really stack up in real-world value? At Scopito, we answer this question with real world examples, sharing our experience with the accuracy of AI fault detection and its true benefits. Scopito's AI solutions can significantly enhance efficiency, reduce costs, and improve maintenance operations. From saving man-hours to enabling faster maintenance actions and leveraging predictive maintenance, the potential of AI is immense. 🖱 Click into this video where we talk about how AI can transform your operations. And for a deeper dive, read our full article - 2024: AI Fault Detection: the Hype vs. the Science - 👉🏻 🔗https://lnkd.in/geQVsVaN #drones #uav #uas #droneinspection #droneoperator #thermal #droneservices #dronetechnology #inspectionservices #ai #ml #analytics https://lnkd.in/gPnJEvAX