Please keep in mind that while this collection of drawings was individually moderated, it may still contain inappropriate content. We have also released a tutorial and model for training your own drawing classifier on. If you create something with this dataset, please let us know by e-mail or at A.I. We're sharing them here for developers, researchers, and artists to explore, study, and learn from. You can browse the recognized drawings on /data. The drawings were captured as timestamped vectors, tagged with metadata including what the player was asked to draw and in which country the player was located. Then you could simply run python3 train.py Experiments:įor each class, I take the first 10000 images, and then split them to training and test sets with ratio 8:2.The Quick Draw Dataset is a collection of 50 million drawings across 345 categories, contributed by players of the game Quick, Draw!.

If you want to train your model with different list of categories, you only need to change the constant CLASSES at src/config.py and download necessary npz files. You need to download npz files corresponding to 20 classes my model used and store them in folder data. You could find my trained model at trained_models/whole_model_quickdraw Training The table below shows 20 categories my model used: Here I only picked up 20 files for 20 categories Categories: The dataset used for training my model could be found at. The script and demo will be released soon Dataset When you want to stop drawing, press space againīelow is the demo by running the sript camera_app.py: When you are ready for drawing, you need to press space button.

When the pen (object) appears in front of camera, it will be catched and highlighted by an yellow circle.

In order to use this app, you need a pen (or any object) with blue, red or green color. Run an app which you could draw on a canvas.Run an app which you could draw in front of a camera (If you use laptop, your webcam will be used by default).

Here is my python source code for QuickDraw - an online game developed by google.

Quickdraw com download