Dataset Versions

v2

2023-09-01 7:11pm

Generated on Sep 1, 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 95%
1716Images
Valid Set 3%
57Images
Test Set 2%
39Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Saturation: Between -35% and +35%
Brightness: Between -17% and +17%
Blur: Up to 2.5px
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2px
Bounding Box: Noise: Up to 5% of pixels

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