The latest articles on DEV Community by Mogalluru Pavan (@mogalluru_pavan_fa6818ec6). https://dev.to/mogalluru_pavan_fa6818ec6 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3906611%2F7dbe7649-b663-4593-960b-0a67148042ed.png https://dev.to/mogalluru_pavan_fa6818ec6 en Mogalluru Pavan Thu, 30 Apr 2026 18:54:08 +0000 https://dev.to/mogalluru_pavan_fa6818ec6/ai-based-agriculture-image-classification-system-using-deep-learning-20jp https://dev.to/mogalluru_pavan_fa6818ec6/ai-based-agriculture-image-classification-system-using-deep-learning-20jp <h2> 🌿 Introduction </h2> <p>Agriculture plays a vital role in our daily life. Farmers often face challenges in identifying crops, weeds, pests, and plant diseases.</p> <h2> ❗ Problem Statement </h2> <p>Manual inspection is slow and error-prone.</p> <h2> 💡 Solution </h2> <p>We built an AI system using Deep Learning to classify crop, weed, and pest images.</p> <h2> ⚙️ Technologies Used </h2> <p>Python, TensorFlow, OpenCV, Flask, MongoDB Atlas</p> <h2> 🧠 Working </h2> <ol> <li>Upload image </li> <li>Process image </li> <li>Model predicts </li> <li>Show result </li> </ol> <h2> 🚀 Features </h2> <ul> <li>Fast prediction </li> <li>Easy interface </li> <li>Accurate results </li> </ul> <h2> ✅ Conclusion </h2> <p>AI helps farmers make better decisions and improves productivity.</p> ai machinelearning python deeplearning