Data-free CNN acceleration [Research]

Programming Language:

• Python

This is a prototype of our “Data-free convolutional network acceleration” scheme. In this demo, we demonstrate the performance of our scheme in the task of multi-person pose estimation model and object detection. Please refer to our paper for more results and details.

The following video shows a demo of our scheme.

Published paper:

• Xin Li, Shuai Zhang, Bolan Jiang, Yingyong Qi, Mooi Choo Chuah, Ning Bi (2019). DAC: Data-free Automatic Acceleration of Convolutional Networks. IEEE Winter Conference on Applications of Computer Vision (WACV). 2019.