Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading

W Zhang, Z He, L Liu, Z Jia, Y Liu, M Gruteser… - Proceedings of the 27th …, 2021 - dl.acm.org
As mobile devices continuously generate streams of images and videos, a new class of
mobile deep vision applications are rapidly emerging, which usually involve running deep …

Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading

W Zhang, Z He, L Liu, Z Jia, Y Liu, M Gruteser… - research.google
A broad class of computer vision algorithms on images or videos collected by mobile
devices greatly benefit from deep learning for high application performance. Meanwhile …

Elf: Accelerate high-resolution mobile deep vision with content-aware parallel offloading

W Zhang, Z He, L Liu, Z Jia, Y Liu… - 27th ACM Annual …, 2021 - researchwithrutgers.com
As mobile devices continuously generate streams of images and videos, a new class of
mobile deep vision applications are rapidly emerging, which usually involve running deep …

Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading

W Zhang, Z He, L Liu, Z Jia, Y Liu, M Gruteser… - research.google
A broad class of computer vision algorithms on images or videos collected by mobile
devices greatly benefit from deep learning for high application performance. Meanwhile …