1 code implementation • 28 Sep 2023 • Fatemeh Tavakoli, D. B. Emerson, Sana Ayromlou, John Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak
Federated learning (FL) is increasingly being recognized as a key approach to overcoming the data silos that so frequently obstruct the training and deployment of machine-learning models in clinical settings.
no code implementations • 4 May 2023 • Faiza Khan Khattak, Vallijah Subasri, Amrit Krishnan, Elham Dolatabadi, Deval Pandya, Laleh Seyyed-Kalantari, Frank Rudzicz
We cover the foundational concepts of general machine learning operations, describe the initial setup of MLHOps pipelines (including data sources, preparation, engineering, and tools).
no code implementations • 27 Feb 2018 • Samuel Scheidegger, Joachim Benjaminsson, Emil Rosenberg, Amrit Krishnan, Karl Granstrom
In this paper, we aim at filling this gap by developing a multi-object tracking algorithm that takes an image as input and produces trajectories of detected objects in a world coordinate system.
Ranked #16 on Multiple Object Tracking on KITTI Tracking test