Info G Innovative Solutions’ Post

Join us on Aug 27th at 12pm ET for Chainguard's next Learning Labs event 🧠 Link in comments. In this session, you will learn: -How to train an animal detection model and run it in inference with Chainguard's AI Image -How lightweight Chainguard Images for AI minimize attack surface for AI in production -How you can use AI frameworks like hashtag #PyTorch in production with 0 CVEs from day one #softwaresupplychain #containersecurity

I recently came across an interesting method for automating the evaluation of generative models, like diffusion models, that generate images. Here’s the concept: imagine a diffusion model that produces images of cats, dogs, and cars. To evaluate the quality of these generated images, the outputs are fed through a pre-trained classifier, one that’s already been taught to recognize cats, dogs, and cars etc. The trick? For the generative model to pass the test, it needs to produce images that the classifier confidently identifies as one of these categories (and not get confused among other classes). Essentially, the more confident the classifier is, the higher the quality of the image. It’s a fascinating way of pushing generative models to create clearer, more accurate images by leveraging another AI model for validation. A great example of how clever and interconnected the world of AI research is! #generativemodels #evaluatinggenerativemodels

Join us on Aug 27th at 12pm ET for Chainguard's next Learning Labs event 🧠 Link in comments. In this session, you will learn: -How to train an animal detection model and run it in inference with Chainguard's AI Image  -How lightweight Chainguard Images for AI minimize attack surface for AI in production  -How you can use AI frameworks like #PyTorch in production with 0 CVEs from day one #softwaresupplychain #containersecurity

Midjourney Graphic Interface. I thought this was an interesting new interface for the popular AI graphics tool, Midjourney. I had used Midjourney earlier with their Discord server which produced great graphics but was a bit challenging to use with a repeated command line necessary and scrolling large audience. This now seems simplified with a GUI. From the video, there also seems to be other new options. I am currently m a user of Open AI's Dalle-3 powering Microsoft Image creator. I used to pay for Dalle-3 through ChatGPT4o but currently have been accomplishing benchmarking of Claude Sonnet 3.5 (see my recent tests). Sonnet does not have an accompanying image generator and produces higher quality linguistic possibilities but ironically lower level 'fact' and source checking (see recent post on this). We are definitely in early 'version stage' testing with all of these and they are worth benchmarking as they are all variously useful but each with their own quirks . With Midjourney's GUI, this reduces the graphic 'controllability' and precision that higher level 'graphic designers would want with this type of interface and previous 'discord server' commands but for beginners, this looks like a great 'on ramp' and easier learning with enough possibilities to produce amazing graphics for posts, LinkedIn, Facebook and other Social Media. #Midjourney #AIImageGenerators, #AIGUI, #Dalle3, #ClaudesSonnet3.5

Excited to share one of my projects at CodeClause : object detection! This project propelled me further into the world of AI by allowing me to leverage a pre-trained model and delve deeper into OpenCV libraries for real-time object identification and classification. It was an invaluable experience that laid the groundwork for my future endeavors in AI! #AI #ObjectDetection

#ONEAI #OffensivePlays #RealWorldLearning - "ONEAI automates the most labor intensive aspect of Machine Learning, by auto-cropping images for creating Machine Vision AI pipelines. Manually cropping images for AI Training has been one of the most heavily off-shored tasks in the AI industry. During this Offensive Play, ONEAI accepts and automatically configures batches of real-world camera or online imagery, in preparation for additional Machine Learning plays." - EM, Principal Engineer, I8I

Hello Connections! 🚀 Excited to share my latest task on object detection using YOLO! 📸YOLO (You Only Look Once) is a real-time object detection system used in computer vision and machine learning. It detects objects in images and videos by locating bounding boxes around them and classifying them into different classes. #YOLO #ComputerVision #ObjectDetection #AI #MachineLearning #AIMERSociety #task

What can AI do? Check out this mind-blowing video! 🧠🎥 They're diving deep into how AI can read non-written input in ways that'll make your jaw drop. 🤯 From decoding images to understanding spoken language, it's like something out of a sci-fi fantasy novel! 🌌 📽️ #AI #GeminiTeam #MindBlown

Excited to share my latest project: a sleek car counting and detection system built with YOLOv5 and OpenCV! 🚗💻 Utilizing cutting-edge deep learning techniques, this system accurately detects and counts vehicles in real-time, offering valuable insights for traffic management, parking optimization, and more. Stay tuned for updates on its deployment and impact! #AI #ComputerVision #YOLOv5 #OpenCV #Innovation

OpenAI's Strawberry project aims to significantly enhance AI models' reasoning capabilities beyond current standards. By focusing on enabling AI to autonomously navigate the internet and conduct deep research tasks, Strawberry builds on the developments of Q* to tackle tasks requiring long-term planning and complex actions (LHT). The project employs STaR-like techniques to substantially elevate AI intelligence levels, positioning it to perform sophisticated and independent research tasks with improved efficiency and accuracy. #OpenAI #StrawberryProject #AIResearch #AdvancedAI #AutonomousAI #AIReasoning #LongTermPlanning #ComplexActions #ArtificialIntelligence #STaRTechniques #AIInnovation #DeepResearch #AIIntelligence #FutureTech #bizzbuzz #bizzbuzznews