Dataset Versions

v3

2023-03-09 8:36am

Generated on Mar 8, 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 86%
36Images
Valid Set 7%
3Images
Test Set 7%
3Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 6.5px
Bounding Box: Noise: Up to 4% of pixels

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