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Showing posts with the label yolo

Building an AI-Powered Pothole Detection Dash Cam with Raspberry Pi Zero

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                                                            actual images from my colab Building an AI-Powered Pothole Detection Dash Cam with Raspberry Pi Zero Turn your car into a smart road condition monitor with computer vision and edge AI Introduction Potholes are more than just a nuisance—they cause billions of dollars in vehicle damage annually and pose serious safety risks to drivers. What if your daily commute could help map and document road conditions automatically? In this project, I'll show you how to build an intelligent dash cam using a Raspberry Pi Zero that detects potholes in real-time using computer vision. This isn't just a hobbyist project. The system we're building could contribute to civic infrastructure monitoring, help municipalities prioritize road repairs, or simply alert you to hazards ahead during your drive. W...

Limitation of Generative AI A Details Analysis

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                                   my study room's panoromic image I have uploaded the above panoramic image of my study room. And provided a details prompt to generate a Bird' s-eye View image from it. See what it does even after several interactions and directions to the latest LLM Gemini model. Let's analyze the panorama and create a conceptual bird's-eye view. Analysis of the Panorama: Based on the provided image, here's what we can gather: Shape: The room appears to be roughly rectangular, but the panorama's distortion makes it hard to be precise. We see a corner in the center, suggesting a bend or a slight angle in the walls. Door: A door is visible on the right side, leading into another room. Window: A window is on the left side, indicating an exterior wall. Furniture: We see a desk with a laptop and other items, a chair, a standing mirror, and possibly another chair near the door....