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MNIST Pygame

Interactive handwritten-digit demo running a pre-trained MNIST model.

2020

Python TensorFlow Pygame NumPy

This project is a small interactive ML demo: draw a number, release the mouse, and see the model prediction immediately.

I used it to connect model artifacts (JSON/H5), preprocessing assumptions, and live UI behavior in one place.

It is simple, but it shaped how I think about ML demos: make them tangible, not just notebook outputs.

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git_commits.type_perf web

Convert project images to webp

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Bayram Şahin
git_commits.type_feat web

Replace project archive with real project content

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Bayram Şahin