To play the game, head over to the "Quick, Draw!" site, where you'll be given six different prompts, one after another.
"Quick, Draw!" is by no means the first AI experiment that Google has undertaken, but it's definitely one of the more fun projects currently available for people to explore. I'm not much of a sketcher or drawer, but "Quick, Draw!" is definitely inspiring me to bring out my inner artist. How Google "Quick, Draw!" works is pretty fascinating the Pictionary-like game relies on machine learning to guess what it is you're drawing. Now, the tech giant has released a new artificial intelligence (AI) experiment called "Quick, Draw!" that anyone can play. 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.Google is known for being at the forefront of technological innovation, from its daily animated doodles to its virtual reality headset, Google Cardboard. 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.
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