ISE Developer Blog

Automating Receipt Processing

July 5, 2017 Jul 5, 2017 07/5/17

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 ...

Building an Image Classification Pipeline Using Serverless Architecture

July 1, 2017 Jul 1, 2017 07/1/17

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.

IoT Sports Sensor Machine Learning Helps Amateurs Up Their Game

June 29, 2017 Jun 29, 2017 06/29/17

Patty Ryan

We use IoT sensors to collect positional and motion data from professional and amateur skiers to classify expertise and skill level through machine learning.

Learning Image to Image Translation with Generative Adversarial Networks

June 12, 2017 Jun 12, 2017 06/12/17

Olga Liakhovich

Microsoft has partnered with Getty Images to explore how Neural Nets could be used to transform the stock photo industry.

Classifying Leaks Using Cognitive Toolkit

May 10, 2017 May 10, 2017 05/10/17

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.

Object Detection Using Microsoft CNTK

April 10, 2017 Apr 10, 2017 04/10/17

Nadav Bar

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

Video Tagging Tool for Video-Processing and Image Recognition

February 8, 2016 Feb 8, 2016 02/8/16

Ami Turgman

Developing a frame-by-frame video tagging tool for video processing and image recognition.

Determining Speech Intent with Cognitive Services and LUIS

December 16, 2015 Dec 16, 2015 12/16/15

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.

Data preparation: The Balancing Act

November 29, 2015 Nov 29, 2015 11/29/15

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.