Dataset Versions

v14

2024-01-30 8:39am

Generated on Jan 30, 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.
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Dataset Split

Train Set 91%
69Images
Valid Set 7%
5Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: DoritosNegros

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.9px
Noise: Up to 1.44% of pixels

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