Dataset Versions

v2

2023-12-16 3:40pm

Generated on Dec 16, 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 79%
62Images
Valid Set 13%
10Images
Test Set 8%
6Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Cutout: 7 boxes with 2% size each
Bounding Box: Shear: ±1° Horizontal, ±2° Vertical
Bounding Box: Noise: Up to 6% of pixels

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