Special Annexure 4: PyTorch Real-World Case Studies
Abstract: Here is the Special Annexure 4: PyTorch Real-World Case Studies — complete, structured, practical, and suitable for inclusion in book as a professional annexure. These case studies are written in a way that readers can directly apply PyTorch to real-world industry problems. Special Annexure 4: PyTorch Real-World Case Studies Practical Applications Across Industries Using PyTorch PyTorch is widely used in real-world industries such as healthcare, automotive, robotics, finance, natural language processing, and computer vision. This annexure presents five high-impact case studies , each demonstrating how PyTorch was used to build, train, and deploy models for practical applications. Each case study includes: Problem Statement Dataset Model Architecture Implementation Outline Key Insights Industry Relevance Case Study 1: Medical Image Classification for Early Disease Detection 1. Problem Statement Develop a PyTorch-based system t...