Dataset Versions

v1

2023-03-25 7:32pm

Generated on Mar 25, 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 88%
1995Images
Valid Set 8%
190Images
Test Set 4%
95Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -100° and +100°
Cutout: 3 boxes with 10% size each
Bounding Box: Brightness: Between -50% and +50%
Bounding Box: Exposure: Between -50% and +50%
Bounding Box: Blur: Up to 10px

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