Search Results for author: Alay Dilipbhai Shah

Found 2 papers, 1 papers with code

FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks

1 code implementation22 Nov 2021 Chaoyang He, Alay Dilipbhai Shah, Zhenheng Tang, Di Fan1Adarshan Naiynar Sivashunmugam, Keerti Bhogaraju, Mita Shimpi, Li Shen, Xiaowen Chu, Mahdi Soltanolkotabi, Salman Avestimehr

To bridge the gap and facilitate the development of FL for computer vision tasks, in this work, we propose a federated learning library and benchmarking framework, named FedCV, to evaluate FL on the three most representative computer vision tasks: image classification, image segmentation, and object detection.

Benchmarking Federated Learning +5

Predicting Future Sales of Retail Products using Machine Learning

no code implementations18 Aug 2020 Devendra Swami, Alay Dilipbhai Shah, Subhrajeet K B Ray

Techniques for making future predictions based upon the present and past data, has always been an area with direct application to various real life problems.

BIG-bench Machine Learning Time Series +1

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