Dataset Versions

v14

2023-11-01 10:58pm

Generated on Nov 2, 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%
2181Images
Valid Set 8%
201Images
Test Set 4%
91Images

Preprocessing

Modify Classes: 7 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Hue: Between -26° and +26°
Saturation: Between -36% and +36%
Exposure: Between -15% and +15%
Mosaic: Applied
Bounding Box: Shear: ±6° Horizontal, ±6° Vertical

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