Dataset Versions

v2

2023-08-17 3:22pm

Generated on Aug 17, 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 91%
364Images
Valid Set 6%
22Images
Test Set 3%
12Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise
Grayscale: Apply to 52% of images
Exposure: Between -34% and +34%

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