UFSC

Sketch2Penpot

Object Detection

Sketch2Penpot Image Dataset

v2

2023-12-12 9:14am

Generated on Dec 12, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 89%
1128Images
Valid Set 8%
96Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 4px
Noise: Up to 10% of pixels
GUI-components-in-sketches
480 images
UI-Cxep
480 images
Projeto2
598 images
GUI-components-in-sketches
402 images