Dataset Versions

v10

0

Generated on Apr 22, 2022

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%
1382Images
Valid Set 10%
184Images
Test Set 11%
189Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels