ESPNet Series: Efficient CNN Architecture for High-Resolution Semantic Segmentation

This article presents the ESPNet series, a specialized network architecture designed for semantic segmentation of high-resolution images. The framework achieves remarkable efficiency in computational complexity, memory footprint, and power consumption. The core contribution lies in the Efficient Spatial Pyramid (ESP) module, which forms the fou ...

Posted on Sun, 17 May 2026 04:00:33 +0000 by Incredinot