Dataset Versions

v6

2024-10-18 3:04am

Generated on Oct 18, 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.
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Dataset Split

Train Set 91%
2784Images
Valid Set 6%
176Images
Test Set 3%
96Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.4% of pixels

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