andgate / mnist

Handwritten digit recognizer built with pytorch and solid js

Hi there 👋

mnist's Issues

Needs UX approval

Needs approval from my UX person.

Vite Migration

Vite is the next generation bundling tool set to replace webpack. This project should migrate over to it. Originally, I didn't use vite because it had a bug when compiling tsx, where solid.render was being replaced with react.render.

At some point, this bug will be fixed. When vite is more stable, it should be migrated too.

Missing purple color theme

Website should have a purple color theme.

Fix barplot right margin

The right margin space is missing from the BoxPlot component. It should be 10px.

Center and Clip Input Image

The input image should be squarely centered and clipped, before scaling is performed. This will improve the perceived performance of the model for the user.

Missing favicon

Favicon is missing

Add mobile support

Mobile support is missing.

Stabalize model performance

Model performance is a bit unstable. Research and see the model can be made more accurate.

Empty canvas has incorrect output

Given an empty canvas, the output tensor should contain only zeros. However, a non-zero tensor is produced instead.

Improve andgate logo

The logo is flat and uninspired. Commission a more attractive, stylized logo from an artist.

Improve font

The default webfont looks bad, use a better set of fonts for logo, title, content, etc.

Missing unit tests

This project is missing unit tests.

Clear button position is awkward

The position of the clear button is awkward and doesn't flow graphically. It was missing from the draft spec, so I just threw it in. It should be integrated better into the website.