Dataset Versions

v5

2024-03-28 1:21pm

Generated on Mar 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 84%
2494Images
Valid Set 12%
358Images
Test Set 4%
133Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Exposure: Between -0% and +0%

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