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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. 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).We work on it as a labor of love, with the hopes that people will find it useful, and in turn share it with their own friends and family.Here is my python source code for QuickDraw - an online game developed by google.

It is developed by volunteers around the world. It is Open Source software, distributed under the terms of the GNU General Public License. Tux Paint is free of cost and free of advertisements. quickdraw is an API for using the Google Quick, Draw data /data, downloading the data files as and when needed, caching them locally and allowing them to be used. Older versions of Tux Paint have been released for a variety of other platforms, as well. The latest version of Tux Paint runs on a variety of platforms, including Windows (Vista and later), macOS (10.10 and later), Linux, Android, Haiku, and more. Tux Paint 0.9.30 and friends have been released and is available for Microsoft Windows, Red Hat Linux, Slackware Linux.