Dataset Versions

v7

2022-08-08 9:10pm

Generated on Aug 9, 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 89%
633Images
Valid Set 7%
52Images
Test Set 4%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -10° and +10°
Saturation: Between -40% and +40%
Brightness: Between -35% and +35%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1% of pixels

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