Dataset Versions

v5

2023-09-24 11:54am

Generated on Sep 24, 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 87%
1224Images
Valid Set 8%
118Images
Test Set 4%
59Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -9° and +9°
Shear: ±3° Horizontal, ±9° Vertical
Blur: Up to 1.25px

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