Limitations of Deep Learning : What Are the Challenges?
While deep learning has driven significant advancements across fields like computer vision, natural language processing, and robotics, it is not without its limitations. Understanding the challenges deep learning faces is crucial to recognizing its potential and exploring ways to overcome its current boundaries. 1. Data Dependency Deep learning models are heavily dependent on large amounts…