Dataset Versions

v3

2023-06-29 4:21pm

Generated on Jun 29, 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 92%
456Images
Valid Set 7%
35Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
Blur: Up to 0.25px
Noise: Up to 1% of pixels

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