The Graphite Lab’s Post

🔥 Heatmaps + Object Tracking with YOLOv8, ByteTrack, & Supervision! 🔥 I’ve just combined the power of **YOLOv8** with **ByteTrack** for highly accurate object tracking and **Supervision** to generate stunning **heatmaps** of movement. 🚶♂️🚗 This dynamic duo not only tracks objects in real time but also visualizes their paths over time, giving us powerful insights into movement patterns in any scene! Perfect for applications like traffic monitoring, sports analytics, or security surveillance. 📊✨ Bringing data to life like never before! Stay tuned for more updates. 💡 #Pyresearch #YOLOv8 #ByteTrack #Supervision #Heatmaps #ObjectTracking #AI #ComputerVision https://lnkd.in/e4tcZ_pB

🚀 Next-Level Object Detection! 🚀 Using YOLOv8, ByteTrack, and Supervision, I've built a powerful solution for real-time object tracking and heatmap visualization! 🔥 Perfect for crowd analysis, traffic monitoring, and beyond. Stay tuned for more breakthroughs! 💡🤖 #Pyresearch #AI #YOLOv8 #ByteTrack #ComputerVision #ObjectTracking #Innovation #DeepLearning https://lnkd.in/du53Tse6

🚀 Object Tracking & Heatmaps with YOLOv8, ByteTrack & Supervision!🛰️ 🎯 Taking computer vision to the next level with YOLOv8 and ByteTrack for precise object detection and tracking. By integrating Supervision, we're now visualizing movement patterns with dynamic heatmaps, offering deeper insights into object behavior over time. 🔍 Key Features: - **YOLOv8**: Accurate, real-time object detection. - **ByteTrack**: Robust multi-object tracking. - **Supervision**: Intuitive heatmaps for data-driven insights. From tracking vehicles to analyzing foot traffic, this combo is revolutionizing how we interpret visual data! 🌐 #Pyresearch #ComputerVision #YOLOv8 #ByteTrack #ObjectTracking #Heatmaps #AI #DeepLearning #DataScience #TechInnovation https://lnkd.in/d-2rxmQm

The problem of hallucinations, false information, and fabricated data is well known to searchers. It puts people off from trusting search results when generative AI is involved. As LLMs proliferate, not only in the open web search world but also in enterprise search, the issue of search results reliability becomes particularly critical. One potential solution to mitigate against hallucinations is RAG (Retrieval Augmented Generation), an AI framework that enhances the quality and relevance of generated text. Join Adam Oliner to hear about the latest developments in this webinar. https://lnkd.in/gTwaUFs4

📈🔍 Unlock the power of visual data with YOLOv8, ByteTrack, and Supervision! Learn how to create heatmaps and track objects with precision. This advanced tutorial will guide you through the process, enhancing your ability to analyze and visualize complex movements. Perfect for AI enthusiasts and data scientists! 🚀🧠 #Pyresearch #MachineLearning #YOLOv8 #ByteTrack #DataVisualization #AI #ComputerVision #TechTutorial #Heatmaps #ObjectTracking https://lnkd.in/dhnuiPy7

Making RAG Pipeline Easy - see this new tool

I enjoyed this blog post on agents. Some historical context is always great. It argues that we have much better reasoning engines with LLMs, and by building engineering around them, we can also make agentic workflows more reliable. https://lnkd.in/dBFBS9zM

RWS Group shares updates on the latest version of Tridion Docs https://lnkd.in/djvtFMaE #AITech365 #CCMS #conversationtopic #Hexahops #news #PredictiveAnalytics #RAG #RWS #TridionDocs

As LLMs proliferate in enterprise search, the issue of search results reliability becomes particularly critical. One potential solution to mitigate against hallucinations is RAG (Retrieval Augmented Generation), an AI framework that enhances the quality and relevance of generated text. Hear about the latest developments in this webinar!

🥇 Optimizing LLMs with RAG: Key Technologies and Best Practices 🥇 https://hubs.li/Q02yzv1L0 Register now for the live online event on 29 May https://hubs.li/Q02yzv1L0 #LLM #RAG