Project 19: Image Classification (Cats vs Dogs) using ML Algorithms

Dataset Link : https://www.kaggle.com/competitions/dogs-vs-cats/data In this video, we explore how a colored image is converted into numerical data for machine learning models. Using a simple 2x2 RGB image, you'll learn how pixel values become feature vectors that machines can understand. ✅ What you'll learn: What RGB values are How an image is represented as a 3D matrix How to flatten the matrix for ML algorithms Why numerical conversion is important for AI 💡 Perfect for: Beginners in machine learning, data science, and computer vision. 📚 No code is used — just visual explanation. 📍Tools used: Conceptual explanation only (no libraries, no code) 🔔 Subscribe for more beginner-friendly ML/AI content! #imagecaptioning #randomforest #machinelearning #xgboost