Dataset Versions

v11

2023-01-31 3:23pm

Generated on Jan 31, 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 89%
354Images
Valid Set 8%
32Images
Test Set 3%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -5% and +5%
Brightness: Between -6% and +6%
Exposure: Between -11% and +11%
Noise: Up to 1% of pixels

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