Dataset Versions

v3

2nd version 11-Feb-2023 4-19pm

Generated on Feb 11, 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 92%
4113Images
Valid Set 4%
174Images
Test Set 4%
176Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -20° and +20°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%

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