2020 - Data Science Current

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

AWS Machine Learning Blog

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository.

AWS

AWS Analytics Analytics Machine Learning

Training the YOLOv8 Object Detector for OAK-D

PyImageSearch

MAY 1, 2023

One interesting aspect in the figure is the YOLOv5 model by Ultralytics, published in the year 2020, and this year, they released yet another state-of-the-art object detection model, YOLOv8. Figure 7: YOLOv8 variants starting with YOLOv8 Nano to YOLOv8 XLarge (source: image by the author).

Deep Learning

Deep Learning Deep Learning Python Algorithm

Data Science Current

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

Training the YOLOv8 Object Detector for OAK-D

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