Testing

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Object Detection

searchbar Image Dataset

v5

2022-08-12 9:36am

Generated on Aug 12, 2022

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 87%
402Images
Valid Set 8%
37Images
Test Set 5%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x400

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Breadcrumb-checkbox-container-
48 images
checkbox-c8KF
1107 images
web-elements
3144 images
web-sW4i
640 images
Elements-in-a-webpage
41 images