Microsoft Custom Vision: Retrain Model in C#
In the previous post, we went over how to use the Custom Vision Training and Prediction SDKs to programmatically predict image URLs and image files. In this post, we’re going […]
Microsoft Custom Vision: Creating an Image Classification Model
Creating a model to classify images would usually involve creating your own deep learning model from scratch. This includes having a very large and diverse set of training images with […]
Microsoft Custom Vision: Predict Images with C#
In the previous post, we showed how to train an image classification model using the Microsoft Custom Vision service as well as to perform a quick test on a new […]
Evaluate Your Models with Cross Validation in ML.NET
Let’s say you’ve been working on a machine learning model and your initial evaluation on test data looks good but is that the same kind of performance you’ll get once […]
Save and Read Models in ML.NET
Often times you’ll be iterating on your model to try to get it to perform well with new data, so you’ll be training on it for each of those iterations. […]
Machine Learning with C#: An Introduction to ML.NET
When you think of data science and machine learning two programming languages are going to instantly pop into your mind: Python and R. These two languages are great and I […]
Beginning R Programming for Data Science: Language Basics
If you’ve done even a short amount of research into data science, there is no doubt you’ve come across the Python vs. R debate. While we won’t get into which […]
Get Insights From Video with Microsoft Video Indexer
You have to admit, Microsoft Cognitive Services has a lot of really nice offerings to bring to your applications. One of the newer ones is the Video Indexer. This a […]
An Overview of Azure Databricks
With the announcement of the general availability of Azure Databricks, in this post we’ll take this opportunity to get a brief feel to what Azure Databricks is and what it […]