Dataset Versions

v13

2023-11-13 8:11pm

Generated on Nov 13, 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 88%
2451Images
Valid Set 8%
231Images
Test Set 4%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -50% and +50%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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