Dataset Versions

v4

2023-07-19 6:28pm

Generated on Jul 19, 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.
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Dataset Split

Train Set 88%
2136Images
Valid Set 8%
203Images
Test Set 4%
101Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Exposure: Between -14% and +14%
Blur: Up to 1.5px
Noise: Up to 5% of pixels

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