Image Classification for Magic Poi images using Machine Learning

The title says it all. Here are a couple of video’s to demonstrate the process:

Testing the version 5 ML model accuracy:

Deployed using temporary database:

Todo:

• New images uploaded are not categorized – because I did the classification at home and just uploaded the database. I still need to get the image recognition to work on the server.
• Scrolling is really not great, gets stuck sometimes and also new images loaded aren’t filtered.
• Re-categorizing support – and support for more than one category per image
• Remove bad images (or just hide them).
• Refine the model to do better (“text-img” recognition isn’t great, for example).
• Add more categories.
  

The categories are live! Check out http://magicpoi.circusscientist.com (and sign up for the good stuff).

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