Is Architectural Complexity Always the Answer? A Case Study on SwinIR vs. an Efficient CNN

Chandresh Sutariya, Nitin Singh

The simultaneous restoration of high-frequency details and suppression of severe noise in low-light imagery presents a significant and persistent challenge in computer vision. Whil…