Code for Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR2020)
Pytorch code for DynConv. DynConv applies convolutions on important regions of the image only, and thus reduces the computational cost while speeding up inference up to 2 times.
https://arxiv.org/abs/1912.03203
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference
Thomas Verelst and Tinne Tuytelaars
CVPR 2020
Note that our work consists of two parts:
The first point is demonstrated on both classification and human pose estimation, the second point only on human pose estimation.