CVNets: High Performance Library for Computer Vision

3 code implementations • 4 Jun 2022 • Sachin Mehta, Farzad Abdolhosseini, Mohammad Rastegari

We introduce CVNets, a high-performance open-source library for training deep neural networks for visual recognition tasks, including classification, detection, and segmentation.

Video Understanding Vocal Bursts Intensity Prediction

On Learning Symmetric Locomotion

1 code implementation • Proceedings of ACM SIGGRAPH Motion, Interaction, and Games (MIG 2019) 2019 • Farzad Abdolhosseini, Hung Yu Ling, Zhaoming Xie, Xue Bin Peng, Michiel Van de Panne

We describe, compare, and evaluate four practical methods for encouraging motion symmetry.

Cell Identity Codes: Understanding Cell Identity from Gene Expression Profiles using Deep Neural Networks

no code implementations • 13 Jun 2018 • Farzad Abdolhosseini, Behrooz Azarkhalili, Abbas Maazallahi, Aryan Kamal, Seyed Abolfazl Motahari, Ali Sharifi-Zarchi, Hamidreza Chitsaz

Although we use an unsupervised approach to train the autoencoder, we show different values of the CIC are connected to different biological aspects of the cell, such as different pathways or biological processes.