Dataset Versions

v3

2024-07-17 3:13pm

Generated on Jul 17, 2024

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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Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±12° Vertical
Hue: Between -12° and +12°
Saturation: Between -12% and +12%
Brightness: Between -20% and +20%
Exposure: Between -17% and +17%
Blur: Up to 2px
Noise: Up to 0.89% of pixels