P. M. C. N. V. Pathirana

FPGA-Based Hardware Accelerator for U-Net: A Resource-Efficient, Pipelined Micro-Architecture for Real-Time Image Segmentation

The increasing adoption of modern embedded platforms, edge devices, and AI driven systems has led to higher computational demands. To facilitate that, there should be hardware acceleration techniques capable of delivering higher throughput with minimal latency. Most of the traditional hardware accelerator architectures...