no code implementations • 9 Jun 2020 • Saehyun Ahn, Jung-Woo Chang, Suk-Ju Kang
In this paper, we present a novel approach to accelerate deformable convolution on FPGA.
no code implementations • 15 Nov 2019 • Jung-Woo Chang, Saehyun Ahn, Keon-Woo Kang, Suk-Ju Kang
To implement the DeConv layer in hardware, the state-of-the-art accelerator reduces the high computational complexity via the DeConv-to-Conv conversion and achieves the same results.