Visual_UI

Amrit Virdee
Towards Data Science
9 min readOct 24, 2019

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My take on creating a Graphical User Interface (GUI) for a machine learning library (fastai in this case) with the aim of providing seamless integration of various training parameters, improve user usability and require NO CODE!

It’s challenging enough to learn the various concepts in machine learning and the plethora of options that are available when you train your machine learning models.

For example you have to choose your normalization parameters (imagenet, cifar, mnist or custom settings), your architecture (resnet18, resnet34, resnet50, xresnet, alexnet, vgg16, vgg19…

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Machine Learning Researcher| Health Informatics | Pharmacist | Mapping Medication