Dataset Versions

v4

2023-12-18 6:18pm

Generated on Dec 18, 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 94%
90Images
Valid Set 2%
2Images
Test Set 4%
4Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±7° Horizontal, ±6° Vertical
Saturation: Between -19% and +19%
Brightness: Between -25% and +25%

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