1 code implementation • 7 Oct 2019 • Madan Ravi Ganesh, Eric Hofesmann, Nathan Louis, Jason Corso
This work presents the Video Platform for PyTorch (ViP), a deep learning-based framework designed to handle and extend to any problem domain based on videos.
1 code implementation • 16 Apr 2018 • Eric Hofesmann, Madan Ravi Ganesh, Jason J. Corso
We present M-PACT to overcome existing issues by removing the need to develop boilerplate code which allows users to quickly prototype action classification models while leveraging existing state-of-the-art (SOTA) models available in the platform.
no code implementations • 21 Mar 2018 • Madan Ravi Ganesh, Eric Hofesmann, Byungsu Min, Nadha Gafoor, Jason J. Corso
We explore the erratic behavior caused by this phenomena on state-of-the-art deep network-based methods for action recognition in terms of maximum performance and stability in recognition accuracy across a range of input video speeds.