Venumadhavjidugu·4d agoBuilding an AI-Powered Pothole Detection System: From Dataset Analysis to DeploymentMachine learning projects are not just about training a model and achieving good accuracy. The real learning happens when we understand the…
Eduard Kharaev·Sep 29Evidence, Not Answers: Why Our VLM Never Made the Final DecisionLessons from a production shelf-recognition pipeline built on self-hosted Qwen
Suraj Agrahari·Aug 20How Computer Vision Is Transforming Poultry FarmingImagine walking into a modern poultry farm with thousands of birds moving across a large barn. At first glance, everything may appear…
InDevelopersGlobalbyStephan Rellin·Jul 29From Raw Photo to Store Asset: How I Automated Product Photo Cutouts with Python, AI, and OpenCVphotographing small metal parts for an online store: AI removed the background — but left paper inside the eyelets.
Mohammad Zaid·Apr 23What building computer vision solutions across industries taught me in under a yearA ground truth piece on patterns that repeat no matter the domain. Hiring managers eat this up.
Sebastián Deantonio·Apr 20Cinco agentes, un stream de cámara y ningún incidente sin respuesta: así diseñé un sistema de…Por qué la seguridad privada tradicional tiene un problema de atención humana, error operativo y costos elevados — y cómo una arquitectura…
InArtificial Intelligence in Plain EnglishbyDustin·Apr 8I Rebuilt a Ski Lift Wait Time Predictor With Computer Vision — Here’s What I LearnedHow I took an inspiring weekend project, broke it down, extended it, and made it work with European ski resort webcams
Ramu Gopal·Mar 14Automated Engineering Drawing Comparison Using Computer Vision and OCREngineering drawings are the backbone of mechanical design. Every dimension, note, section view, and symbol inside a drawing communicates…
Lin Myat·Feb 23Age Predictor Computer Vision Project with EfficientNet Transfer Learning & YOLO Face Cropping
Program-Ace·Aug 15, 2025How Computer Vision in Manufacturing Is Reshaping Production at ScaleManufacturing companies are adopting computer vision to address specific challenges in quality control, inspection, and production…
