Dataset Versions

v1

2022-09-01 1:05am

Generated on Aug 31, 2022

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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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Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -57% and +57%
Brightness: Between -51% and +51%
Exposure: Between -25% and +25%
Blur: Up to 4.75px
Noise: Up to 25% of pixels
Cutout: 6 boxes with 6% size each

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