Dataset Versions

v3

2024-11-03 12:57pm

Generated on Nov 3, 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.
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Dataset Split

Train Set 88%
1061Images
Valid Set 8%
101Images
Test Set 4%
50Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Saturation: Between -17% and +17%
Bounding Box: Brightness: Between -17% and +17%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 1.41% of pixels

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