Dataset Versions

v16

2022-08-24 10:12pm

Generated on Aug 25, 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.
Other Formats
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Dataset Split

Train Set 66%
258Images
Valid Set 22%
87Images
Test Set 11%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 36x27
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 5px
Noise: Up to 5% of pixels