UISketch Dataset

A large-scale dataset of 19,000 hand-drawn sketches of 21 UI element categories collected from 1,218 participants, including UI/UX designers, front-end developers, HCI, and CS grad students

Citation

@inbook{uisketch,     title        = {UISketch: A Large-Scale Dataset of UI Element Sketches},     author       = {Sermuga Pandian, Vinoth Pandian and Suleri, Sarah and Jarke, Prof. Dr. Matthias},     year         = 2021,     booktitle    = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems},     publisher    = {Association for Computing Machinery},     address      = {New York, NY, USA},     isbn         = 9781450380966,     url          = {https://doi.org/10.1145/3411764.3445784},     articleno    = 319,     numpages     = 14 } 

> NOTE: The models mentioned below were trained for a subset (17,979 sketches). Check kaggle notebooks, specifically ResNet 152 notebook on how to reuse the weights mentioned below

Download trained model checkpoints

• Alexnet
• Densenet121
• Densenet169
• Densenet201
• Efficientnet_B0
• Efficientnet_B1
• Efficientnet_B2
• Efficientnet_B3
• Efficientnet_ES
• Googlenet
• Metamorph
• Mixnet_L
• Resnet101
• Resnet152
• Resnet18
• Resnet34
• Resnet50
• Resnext50_32x4d
• Shufflenet_v2_x0_5
• Shufflenet_v2_x1_0
• Squeezenet1_0
• Squeezenet1_1
• Vgg11_bn
• Vgg13_bn
• Vgg16_bn
• Vgg19_bn
• Wide_resnet50_2
• Inceptionv3