Digits stroke classification

This repo showcases using ROCKET (Angus Dempster et al.) on sequential MNIST data (Edwin D. de Jong).

Note that this dataset simulates an actual pen stroke and is thus not, as is often done, MNIST images flattened to a 1D vector to be then used sequentially. See here for an example.

Results

This is sped up by around 2x.

Expand for static images

Reproducing

You can either clone this repository yourself or just run demo.ipynb using docker.

To clone, open a terminal in the folder want to copy this repo too, and run:

git clone https://github.com/tobemo/tobemo.github.io.git

Using docker:

1. open a terminal and run:

docker run -p 8888:8888 --rm tobemo/demo

2. navigate to http://localhost:8888/notebooks/demo.ipynb;

This pulls the image tobemo/demo that can be found on Docker Hub [ 1.47 GB / 1.37 GB compressed].

Please do report any issues.