Dataset Versions

v6

2023-11-18 6:58pm

Generated on Nov 18, 2023

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 88%
1962Images
Valid Set 8%
177Images
Test Set 4%
97Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 3% of pixels