Dataset Versions

v7

2024-02-28 9:56am

Generated on Feb 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.
Other Formats
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Dataset Split

Train Set 89%
1530Images
Valid Set 7%
125Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Static Crop: 5-98% Horizontal Region, 7-100% Vertical Region
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Hue: Between -86° and +86°
Exposure: Between -14% and +14%

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