Classify the doodles drawn on the canvas using a Neural Network Library and dataset from the googlecreativelab's quickdraw dataset.
A project inspired from Google Quick Draw game - https://quickdraw.withgoogle.com/.
Using googlecreativelab's quickdraw dataset.
https://github.com/googlecreativelab/quickdraw-dataset
MNIST database.
http://yann.lecun.com/exdb/mnist/
Processing(Java) - To load and save the data from the quickdraw dataset from numpy(.npy) to binary(.BIN) format.
https://processing.rg
p5(JavaScript) - Input Data --> Neural Network Library --> Output . Makes use of the Browser Canvas to read in the doodle.
https://p5js.org/
- Supervised Learning
- Training and Testing Data
- Overfitting
- Softmax
- Cross-entropy