Amazon Technologies, Inc.

Rajul Mittal

Anurag Windlass Gupta

Rahul Sharma Pathak

Anthony A Virtuoso

Turkay Mert Hocanin

Jonathan Andrew Fritz

Sunny Dasgupta

Sri Kaushik Pavani

Shriram Venkataramana

Ramkumar Kamalapuram Sugavanam

Nachimuthu Govindasamy

Gitesh Tyagi

Shiyu Sun

Yu Yan

Aditya Manohar

Montana Norman Wong

Carey Michael Crook

Mahmoud Salem

Yugandhar Maram

A multi-framework blockchain service may be implemented with a common interface to manage different types of blockchain networks. Requests to create a blockchain network may be received via an interface for the control plane that triggers the creation of the blockchain network according to an identified workflow. Various operations to change the blockchain network, including membership changes, node additions, governance changes, analytics changes, and monitoring changes may be allowed or denied by the control plane according to a distributed governance policy in effect for the blockchain network.

Multi-framework managed blockchain service

Computer systems and associated methods are disclosed to implement a model development environment (MDE) that allows a team of users to perform iterative model experiments to develop machine learning (ML) media models. In embodiments, the MDE implements a media data management interface that allows users to annotate and manage training data for models. In embodiments, the MDE implements a model experimentation interface that allows users to configure and run model experiments, which include a training run and a test run of a model. In embodiments, the MDE implements a model diagnosis interface that displays the model's performance metrics and allows users to visually inspect media samples that were used during the model experiment to determine corrective actions to improve model performance for later iterations of experiments. In embodiments, the MDE allows different types of users to collaborate on a series of model experiments to build an optimal media model.

System for visually diagnosing machine learning models

Growing community of inventors

Seattle, WA, United States of America

Rajul Mittal