Dataset Versions

v6

2023-08-18 3:05pm

Generated on Aug 18, 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 79%
315Images
Valid Set 13%
51Images
Test Set 8%
31Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 10% size each

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