2024Python

Classification of Cats and Dogs Images

Deep learning model for image classification using Keras and TensorFlow with CNN architecture

PythonTensorFlowMachine LearningDeep LearningComputer VisionData Science
Classification of Cats and Dogs Images
Classification of Cats and Dogs Images

Overview

Built a comprehensive image classification model to distinguish between cats and dogs using Keras and TensorFlow. Implemented convolutional neural networks (CNNs) for accurate image prediction, including data preprocessing, image augmentation, and model optimization. Gained hands-on experience with deep learning frameworks and computer vision techniques.