Dataset Versions

v4

2023-12-24 3:36pm

Generated on Dec 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 88%
4011Images
Valid Set 8%
382Images
Test Set 4%
189Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°
Blur: Up to 3.25px
Noise: Up to 19% of pixels
Mosaic: Applied

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