You Better Look Twice: a new perspective for designing accurate detectors with reduced computations

no code implementations • 21 Jul 2021 • Alexandra Dana, Maor Shutman, Yotam Perlitz, Ran Vitek, Tomer Peleg, Roy J Jevnisek

This method can be applied on other object detection applications in scenes with a considerable amount of background and variate object sizes to reduce computations.

Object object-detection +2

Layer Folding: Neural Network Depth Reduction using Activation Linearization

1 code implementation • 17 Jun 2021 • Amir Ben Dror, Niv Zehngut, Avraham Raviv, Evgeny Artyomov, Ran Vitek, Roy Jevnisek

We apply our method to networks pre-trained on CIFAR-10 and CIFAR-100 and find that they can all be transformed into shallower forms that share a similar depth.