Dataset Versions

v7

2023-11-12 9:43pm

Generated on Nov 12, 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%
3921Images
Valid Set 8%
366Images
Test Set 4%
179Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 3.5px
Noise: Up to 10% of pixels

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