Dataset Versions

v18

minder shit

Generated on Nov 11, 2021

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.
Other Formats
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Dataset Split

Train Set 89%
669Images
Valid Set 7%
53Images
Test Set 4%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 448x448

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 4% of images
Hue: Between -30° and +30°
Saturation: Between -19% and +19%
Brightness: Between -14% and +14%
Blur: Up to 0.5px
Cutout: 25 boxes with 1% size each