williamtetlow/ChristmasClassifier

Binary Image Classifier in F# using ML.NET

ChristmasClassifier

Binary Image Classifier in F# using ML.NET described in this blog post.

Requirements

• Mono on Mac or Linux brew install mono
• .NET Core 2.1
• FAKE dotnet cli tool
• On Mac or Linux brew install mono-libgdiplus

Initialising Project

After installing the FAKE dotnet cli tool run

fake run build.fsx
fake build target Init

Downloading Training Data

Sign up to Bing Image Search API and add API key to 1DownloadImageSearchResults

Run the three fsx scripts inside the Scripts directory in order.

• 1DownloadImageSearchResults.fsx
• 2DownloadImages.fsx
• 3CreateImageTsv.fsx

Train and Evaulate the Model

fake build target Run