AI Neural Network for Cats vs. Dogs Classification

🚀 Just built my first AI neural network to classify cats vs. dogs using deep learning! Over the past few days, I explored the fundamentals of computer vision with TensorFlow and Keras. I trained a convolutional neural network (CNN) on the popular "Dogs vs. Cats" dataset to automatically distinguish between the two. Here’s a quick breakdown of what I implemented: 🧠 Built a CNN from scratch using Conv2D, MaxPooling, BatchNormalization, and Dropout layers 📦 Used TensorFlow’s image_dataset_from_directory for efficient image loading and preprocessing 🔎 Trained and validated the model on 256x256 images with live performance plots 📈 Achieved solid accuracy with just 10 epochs! What started as a simple experiment turned into a powerful hands-on learning experience in AI and neural networks. 👨💻 Code is available here: https://lnkd.in/dz_f9pTc #AI #DeepLearning #TensorFlow #Keras #MachineLearning #ComputerVision #CatsVsDogs #NeuralNetworks #LearningByBuilding