Dataset Versions

v4

2023-01-16 7:47am

Generated on Jan 15, 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 70%
984Images
Valid Set 20%
281Images
Test Set 10%
141Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -45% and +45%
Blur: Up to 3.75px
Noise: Up to 25% of pixels

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