Dataset Versions

v7

2022-05-16 5:25pm

Generated on May 17, 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 87%
96Images
Valid Set 8%
9Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 720x720
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Noise: Up to 5% of pixels