Dataset Versions

v5

2024-09-23 7:50am

Generated on Sep 23, 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 89%
690Images
Valid Set 11%
84Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
Saturation: Between -25% and +25%
Brightness: Between 0% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.4px
Noise: Up to 0.9% of pixels