Showing results for Machine Learning (ML) - ISE Developer Blog

Jul 5, 2017
0
0

Automating Receipt Processing

CY Yam
CY Yam

Claiming expenses is usually a manual process. This project aims to improve the efficiency of receipt processing by looking into ways to automate this process.  This code story describes how we created a skeletal framework to achieve the following: We found a few challenges in addressing these goals. For instance, the quality of...

Machine LearningDevOpsCognitive Services
Jul 1, 2017
0
0

Building an Image Classification Pipeline Using Serverless Architecture

Jason Fox
Jason Fox

We collaborated on an image classification pipeline to perform automatic face detection and matching using machine learning via Microsoft Cognitive Services Face API. Our project was built with Azure Functions to process images using message queues.

Machine LearningAzure App Services
May 10, 2017
2
0

Classifying Leaks Using Cognitive Toolkit

Michael Lanzetta
Michael Lanzetta

We use Deep Learning to turn a painful and time-consuming leak-detection task for water and oil pipelines into a fast, painless process. Using Python and Fast Fourier Transforms, we turn audio sensor data into images, then use Convolutional Neural Networks to detect and classify pipeline anomalies.

Machine Learning
Apr 10, 2017
0
0

Object Detection Using Microsoft CNTK

Nadav Bar
Nadav Bar

Creating an object detection model using Microsoft's open source deep learning framework CNTK and its implementation of Fast-RCNN.

Machine Learning
Dec 16, 2015
0
0

Determining Speech Intent with Cognitive Services and LUIS

Jason Poon
Jason Poon

In this real-life-code story, we show how we used Cognitive Services and LUIS to build a vehicle center console that can listen and respond to user's commands, specifically focusing on determining intent.

Machine Learning
Nov 29, 2015
1
0

Data preparation: The Balancing Act

CY Yam
CY Yam

In this code story, we consider how data preparation can impact the performance of a classifier, and how that may lead to a refinement of problem statement, i.e. the important question we are asking.

Machine Learning
Nov 29, 2015
0
0

Neural Network Performance

CY Yam
CY Yam

In this code story, we explore how the topology of a deep neural network can affect the performance of a text-based classifier.

Machine Learning