# Resnet34 Sketch Classifier

This is a basic sketch classifier using [ResNet-34](https://huggingface.co/microsoft/resnet-34) and fine-tuning it on the full [TU-Berlin dataset](https://huggingface.co/datasets/kmewhort/tu-berlin-png).
airplane alarm clock angel ant apple arm armchair ashtray axe backpack banana barn baseball bat basket bathtub bear (animal) bed bee beer-mug bell bench bicycle binoculars blimp book bookshelf boomerang bottle opener bowl brain bread bridge bulldozer bus bush butterfly cabinet cactus cake calculator camel camera candle cannon canoe car (sedan) carrot castle cat cell phone chair chandelier church cigarette cloud comb computer monitor computer-mouse couch cow crab crane (machine) crocodile crown cup diamond dog dolphin donut door door handle dragon duck ear elephant envelope eye eyeglasses face fan feather fire hydrant fish flashlight floor lamp flower with stem flying bird flying saucer foot fork frog frying-pan giraffe grapes grenade guitar hamburger hammer hand harp hat head head-phones hedgehog helicopter helmet horse hot air balloon hot-dog hourglass house human-skeleton ice-cream-cone ipod kangaroo key keyboard knife ladder laptop leaf lightbulb lighter lion lobster loudspeaker mailbox megaphone mermaid microphone microscope monkey moon mosquito motorbike mouse (animal) mouth mug mushroom nose octopus owl palm tree panda paper clip parachute parking meter parrot pear pen penguin person sitting person walking piano pickup truck pig pigeon pineapple pipe (for smoking) pizza potted plant power outlet present pretzel pumpkin purse rabbit race car radio rainbow revolver rifle rollerblades rooster sailboat santa claus satellite satellite dish saxophone scissors scorpion screwdriver sea turtle seagull shark sheep ship shoe shovel skateboard skull skyscraper snail snake snowboard snowman socks space shuttle speed-boat spider sponge bob spoon squirrel standing bird stapler strawberry streetlight submarine suitcase sun suv swan sword syringe t-shirt table tablelamp teacup teapot teddy-bear telephone tennis-racket tent tiger tire toilet tomato tooth toothbrush tractor traffic light train tree trombone trousers truck trumpet tv umbrella van vase violin walkie talkie wheel wheelbarrow windmill wine-bottle wineglass wrist-watch zebra