Dataset Versions

v14

2023-08-13 8:41pm

Generated on Aug 13, 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 87%
6690Images
Valid Set 8%
638Images
Test Set 4%
321Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 900x900
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Noise: Up to 5% of pixels

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