Search Results for author: Eric Hofesmann

Found 3 papers, 2 papers with code

ViP: Video Platform for PyTorch

1 code implementation7 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.

Benchmarking Video Understanding

M-PACT: An Open Source Platform for Repeatable Activity Classification Research

1 code implementation16 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.

Action Classification Activity Recognition +2

T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition

no code implementations21 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.

Action Recognition Temporal Action Localization

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