Dataset Versions

v11

2024-07-29 9:14am

Generated on Jul 29, 2024

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%
1173Images
Valid Set 5%
70Images
Test Set 3%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Rotation: Between -13° and +13°
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels

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