Showing results for Machine Learning - ISE Developer Blog

Aug 16, 2024
7

Semantic Router using Azure AI Search

Christopher Buckley
Christopher Buckley

Potential semantic routing solution using Azure AI Search for scalable query handling.

CSEMachine LearningCognitive Services
Jun 9, 2023
3

Coding with AI

Peter Lasne
Peter Lasne

Our team used AI tools to write code, documentation, indexes, etc. extensively during our last engagement. This post will talk about what we used and how we used it.

CSEMachine Learning
Sep 27, 2021
0
1

Detecting “Action” and “Cut” in Archival Footage Using a Multi-model Computer Vision and Audio Approach with Azure Cognitive Services

Nile Wilson
Nile Wilson

Movies and TV shows require multiple takes per scene and may have a substantial amount of archival footage as a result. Here, we use Azure Cognitive Services and custom code to develop a multi-model Machine Learning (ML) solution to automatically detect discardable footage to save media companies manual archiving hours and storage space.

CSEMachine LearningCognitive Services
Sep 20, 2021
0
0

Building an Action Detection Scoring Pipeline for Digital Dailies

Samuel Mendenhall
Samuel Mendenhall

Media companies capture footage filmed for the entire day in what's known as ‘digital dailies’. When talking about terabytes and petabytes of content, storage costs can be a factor. Lets explore Machine Learning approaches to identify which content can be archived or discarded which will save on those storage costs.

CSEMachine LearningCognitive Services
Jun 14, 2021
0

Entity Disambiguation Using Search Engine

Maysam Mokarian
Maysam Mokarian

This blog post proposes a methodology to disambiguate misspelled entities by comparing the search retrieval performance with different custom search analyzers in a search engine.

CSEMachine LearningCognitive Services
Jan 13, 2021
0
0

Evaluation Framework for Information Extraction

Omri Mendels
Omri Mendels

In this blog post we cover the process, requirements, and the design of an evaluation framework for NLP and Information Extraction. We cover the reasoning behind such a framework, and discuss its implementation with examples from a Named Entity Recognition evaluation point of view.

CSEMachine Learning
Oct 29, 2020
0

Building A Clinical Data Drift Monitoring System With Azure DevOps, Azure Databricks, And MLflow

Nile Wilson
Nile Wilson

Hospitals around the world regularly work towards improving the health of their patients as well as ensuring there are enough resources available for patients awaiting care. During these unprecedented times with the COVID-19 pandemic, Intensive Care Units are having to make difficult decisions at a greater frequency to optimize patient health ...

CSEMachine LearningDevOps
May 7, 2019
0
0

Preventing Rhino Poaching With Microsoft Azure

Olga Liakhovich
Olga Liakhovich

In the last eight years, poaching in Africa has been happening at an alarming rate. Currently, the continent loses three rhinos a day. As part of our team’s mission to find new ways that technology can positively impact our world, we’ve been collaborating with the Combating Wildlife Crime team Peace Parks Foundation (PPF), in partnership with

Machine LearningContainers

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