Harpreet Singh Bedi

Model Optimization and Quantization for Efficient Neural Networks

Deep learning has transformed fields such as computer vision, natural language processing, and autonomous systems. However, the complexity of these models poses challenges for deployment on edge devices and real-time applications due to high computational and memory demands. Model optimization techniques, such as pruni...