Dataset Versions

v23

2023-03-23 7:43pm

Generated on Mar 23, 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 76%
2650Images
Valid Set 11%
392Images
Test Set 12%
425Images

Preprocessing

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±24° Horizontal, ±25° Vertical

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