Dataset Versions

v10

2024-05-08 6:02pm

Generated on May 8, 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 88%
3216Images
Valid Set 8%
303Images
Test Set 4%
154Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Blur: Up to 4.9px
Noise: Up to 3.94% of pixels
Cutout: 4 boxes with 4% size each
Mosaic: Applied

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