Eran Feit Blog posts

Are you struggling to accurately identify abnormalities in medical imaging? In this tutorial, we will dive into deep learning for knee X-ray classification using TensorFlow and the powerful ResNet152V2 architecture. Medical image classification poses unique challenges—such as high visual variability, subtle bone structures, and limited datasets—that standard neural networks struggle to handle. By the end […]

Building a robust model for automated visual recognition requires more than just stacking layers; it requires an understanding of how features are extracted from complex shapes. In this CNN image classification with TensorFlow: 30 musical instruments tutorial, we solve the specific challenge of classifying high-variance acoustic and electronic instruments. You will learn how to transition

Xception Transfer Learning Tensorflow is the fastest way to build a strong ship image classifier without training a deep network from scratch. In this tutorial, you’ll train Xception on ship categories like Cargo, Military, Carrier, Cruise, and Tankers using a full end-to-end TensorFlow pipeline. In this article, you’ll build a practical ship image classification project