Cursor Detection Dataset

v2

2024-06-28 8:10am

Generated on Jun 28, 2024

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 90%
372Images
Valid Set 6%
24Images
Test Set 4%
16Images

Preprocessing

Resize: Fit (reflect edges) in 1280x720

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
website-element
1501 images
content-and-nav
114 images
containers-and-groups
77 images
web-elements
3144 images
Breadcrumb-checkbox-container
2694 images