Our models include CNN(Convolutional Neural Networks), MobileNet, and ResNet.
To be more specific, our models should predict the correct “word” of the drawing.
Our task is to build models with the existing dataset that could classify the doodles to the correct classes/labels. You can try the game yourself through this link! When the player is drawing, the machine learning tool will guess what that image depicts and also save the image that the user draws to the database. It will ask the player to draw an image of a certain category, such as “key”, “mailbox”, “monkey”, etc. It is the world’s largest doodling dataset and is an experimental game to educate the public about how AI works. “Quick, Draw!” is an online game built with machine learning developed by Jonas Jongejan, Henry Rowley, Takashi Kawashima, Jongmin Kim, Nick Fox-Gieg, with friends at Google Creative Lab and Data Arts Team.
To see the full code used, find our GitHub.
New coloring pages Most popular Animals Deers Bears Birds Butterflies Camels and dromedaries Cats Chameleons and Lizards Dinosaurs Dogs Dolphins Fox Frogs Giraffes Horses Insects Kangaroos Lion Monkeys Mouse Owls Peacocks Pigs Pisces Rabbit Sharks Squirrels Tigers Turtles Unicorns Wolf Various Themes Africa Back to school Basketball Car Carnival Fête des Grands-parents China Chinese New Year Chinese Zodiac Christmas Circus Cowboys Cupcakes And Cakes Día de los Muertos Dreamcatchers Easter Fairy Father's Day Fire Department Flags Flowers Galette Halloween Happy New Year Holidays Indians Japan Justin Bieber Kawaii Kings And Queens Knights And Dragons Magi Mother's Day Mushrooms Olympic Games One Direction Pirates Playmobils Princesses Pusheen Réseaux sociaux Robots Soccer Social Networks Sports Tales Thank You Trees Vampires Zodiac Signs Zombies Educative Adult Alphabet Days of the Week Doodle Art Formes Fruits And Vegetables Labyrinths Magic Coloring Mandalas Numbers Wordplay Art Art Déco Art Nouveau Diego Vélasquez Fernand Léger Frida Kahlo Henri Matisse Joan Miro Johannes Vermeer Pierre-Auguste Renoir Roy Lichtenstein Salvador Dalí Vincent Van Gogh Disney (classics) 101 Dalmatians Brother Bear Hercules Jungle Book Lilo And Stich Mickey And His Friends Mulan Peter Pan Pinoccio Pocahontas Sleeping beauty Tarzan The Aristocats The Beauty And The Beast The Hunchback Of Notre Dame The Lady And The Tramp The Lion King The Little Mermaid The Princess And The Frog Disney / Pixar A Bugs Life Big Hero 6 Brave Cars Cars 2 Cars 3 Coco Finding Dory Finding Nemo Frankenweenie Frozen Frozen 2 Inside Out Mary Poppins Moana Monsters Academy Monsters, Inc.This project was built by Shuheng.
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