Dataset Versions

v6

2021-12-31 6:56pm

Generated on Dec 31, 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 84%
2682Images
Valid Set 9%
301Images
Test Set 6%
201Images

Preprocessing

Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -20% and +20%
Noise: Up to 2% of pixels
Cutout: 3 boxes with 10% size each