Dataset Versions

v1

2021-10-24 2:50pm

Generated on Oct 24, 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 86%
63Images
Valid Set 7%
5Images
Test Set 7%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -15% and +15%
Brightness: Between -20% and +20%
Noise: Up to 10% of pixels