Showing category results for Cognitive Services

Dec 5, 2017
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Comparing Image-Classification Systems: Custom Vision Service vs. Inception

Clemens Wolff
Clemens Wolff

This story covers how to get started with transfer-learning and build image classification models in Python with the Custom Vision Service. We compare the results with the popular Tensorflow-based models Inception and MobileNet.

Machine LearningCognitive Services
Nov 1, 2017
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Building a Custom Spark Connector for Near Real-Time Speech-to-Text Transcription

Clemens Wolff
Clemens Wolff

This post describes in detail the Azure Cognitive Services speech-to-text WebSocket protocol and shows how to implement the protocol in Java. This enables us to transcribe audio to text in near real-time. We then show how to feed the transcribed radio into a pipeline based on Spark Streaming for further analysis, augmentation, and aggregation. The ...

Machine LearningCognitive Services
Aug 7, 2017
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Developing a Custom Search Engine for an Expert Chat System

Mona Soliman Habib
Mona Soliman Habib

We address the challenge of creating a custom search experience for a specific domain area. We also provide a guide for creating your own custom search experience by leveraging Azure Search and Cognitive Services and sharing custom code for iterative testing, measurement and indexer redeployment.

Machine LearningBotsCognitive Services
Jul 5, 2017
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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