Dataset Versions

v1

2023-11-23 11:17pm

Generated on Nov 23, 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 87%
4197Images
Valid Set 8%
400Images
Test Set 4%
200Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -35% and +35%
Exposure: Between -15% and +15%
Blur: Up to 4.5px
Noise: Up to 2% of pixels

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