Quick Draw Clone

Model

Dataset

1. Download zip

From kaggle by Google: https://www.kaggle.com/datasets/google/tinyquickdraw

• Download from link: https://www.kaggle.com/datasets/google/tinyquickdraw/download?datasetVersionNumber=3

2. Extract zip file

Extract donwloaded zip file with name dataset/

unzip quickdraw_simplified.zip -d dataset

There must be dataset/sketches/sketches/<label>.npz that are data what we want to train.

Export

Export to ONNX as an interface to deploy on web application.

Web UI

CRA

Build with Create React Application

ONNX.js

Use ONNX.js to load and run ONNX models.