Dataset Versions

v1

2023-10-24 10:52am

Generated on Oct 24, 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 82%
1338Images
Valid Set 9%
145Images
Test Set 9%
145Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Exposure: Between -5% and +5%
Blur: Up to 2px
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Noise: Up to 3% of pixels

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